diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_tensor([6771, 6771])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_tensor([6771, 6771])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..baf6a684dcb2625aad05d52db9202deb3fecfff0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_tensor([6771, 6771])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly upward, wide-angle shot, captured in the meticulously rendered, color-saturated style of American comics, captures a moment brimming with movement and tension. Within a vast, exotic underground cavern, a member of the royal family plunges recklessly toward a mysterious object. The female member, with cascading silver hair, cascades backward in her intense movement. She wears a tailored, deep peacock blue silk expedition blouse, intricately embroidered with golden royal vines at the collar and cuffs, over a slightly worn, dark brown leather vest with brass buckles. She leaps from a slippery rock covered in luminescent moss, her body unfurling in a powerful arc, almost parallel to the ground. Her delicate, dust-stained face reveals a pair of sapphire eyes luminous with concentration, an expression of intense desire and determination. Her left hand reaches forward, fingers spread wide, her fingertips barely missing their target—an irregularly shaped crystal fragment hovering silently above an ancient stone altar. This fragment serves as the scene's primary light source, its inner core seemingly flowing with a nebula, periodically radiating a soft, cyan glow. This light illuminates her outstretched arm and resolute face, while casting long, dynamic shadows behind her. Huge crystal clusters studded with the cave's background walls, interplay with clusters of bioluminescent purple and blue mushrooms on the ground, providing a dreamy, ambient fill for this tense scene. Clear, powerful black outlines define the edges of all elements, while delicate gradient shadows imbue the image with a rich sense of depth and three-dimensionality, evoking an atmosphere of epic adventure.", + "seed": 33047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10668865600600838, + "vlm_logprob": -0.10668865600600838, + "vlm_yes_no_margin": 3.6249999523162844, + "vlm_token_credit": -0.10668865600600838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47450971603393555 + ], + "opposite_logprob_tokens": [ + -0.9745097160339355 + ], + "logprob_reward": -0.47450971603393555, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47450971603393555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5060759782791138, + 0.04477303475141525, + 0.06947949528694153, + 0.09141073375940323, + 0.17409247159957886, + 0.03566887974739075, + 0.02084273286163807, + 0.01441109273582697, + 0.009244618937373161, + 0.0340009480714798 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.47450971603393555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14196473360061646, + 0.08683137595653534, + 0.24985717236995697, + 0.13579612970352173, + 0.0997391939163208, + 0.04147180914878845, + 0.05479055270552635, + 0.09752136468887329, + 0.050913505256175995, + 0.041114214807748795 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.004640643019229174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179578706622124 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179578706622124, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179578706622124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2510456144809723, + 0.05764075368642807, + 0.12068875133991241, + 0.27547118067741394, + 0.035118281841278076, + 0.05165606364607811, + 0.04708239808678627, + 0.08055360615253448, + 0.021333564072847366, + 0.05940977856516838 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.018179578706622124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337718591094017 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337718591094017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337718591094017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3679150342941284, + 0.08624545484781265, + 0.08824023604393005, + 0.06989432871341705, + 0.10409790277481079, + 0.059851497411727905, + 0.10055796056985855, + 0.033122893422842026, + 0.03958858922123909, + 0.05048613250255585 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.026337718591094017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775623679161072 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775623679161072, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775623679161072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24573001265525818, + 0.06621985882520676, + 0.05971751734614372, + 0.095640629529953, + 0.22765640914440155, + 0.027671363204717636, + 0.04473571106791496, + 0.09612870216369629, + 0.058263037353754044, + 0.07823675870895386 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.009775623679161072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward, wide-angle shot, captured in the meticulously rendered, color-saturated style of American comics, captures a moment brimming with movement and tension. Within a vast, exotic underground cavern, a member of the royal family plunges recklessly toward a mysterious object. The female member, with cascading silver hair, cascades backward in her intense movement. She wears a tailored, deep peacock blue silk expedition blouse, intricately embroidered with golden royal vines at the collar and cuffs, over a slightly worn, dark brown leather vest with brass buckles. She leaps from a slippery rock covered in luminescent moss, her body unfurling in a powerful arc, almost parallel to the ground. Her delicate, dust-stained face reveals a pair of sapphire eyes luminous with concentration, an expression of intense desire and determination. Her left hand reaches forward, fingers spread wide, her fingertips barely missing their target—an irregularly shaped crystal fragment hovering silently above an ancient stone altar. This fragment serves as the scene's primary light source, its inner core seemingly flowing with a nebula, periodically radiating a soft, cyan glow. This light illuminates her outstretched arm and resolute face, while casting long, dynamic shadows behind her. Huge crystal clusters studded with the cave's background walls, interplay with clusters of bioluminescent purple and blue mushrooms on the ground, providing a dreamy, ambient fill for this tense scene. Clear, powerful black outlines define the edges of all elements, while delicate gradient shadows imbue the image with a rich sense of depth and three-dimensionality, evoking an atmosphere of epic adventure.", + "seed": 33048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_6771_seed_33048_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07135286256670952, + "vlm_logprob": -0.07135286256670952, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07135286256670952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28161975741386414 + ], + "opposite_logprob_tokens": [ + -1.4066197872161865 + ], + "logprob_reward": -0.28161975741386414, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28161975741386414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314682513475418, + 0.1295478492975235, + 0.44046640396118164, + 0.05728615075349808, + 0.07465319335460663, + 0.05030201002955437, + 0.029162883758544922, + 0.029215015470981598, + 0.0320633128285408, + 0.025834964588284492 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.28161975741386414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589664578437805 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589664578437805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589664578437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33190950751304626, + 0.12167045474052429, + 0.14077548682689667, + 0.058266520500183105, + 0.04615126550197601, + 0.12354114651679993, + 0.02884707786142826, + 0.06907450407743454, + 0.04993325099349022, + 0.02983079105615616 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.020589664578437805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23132818937301636, + 0.06415517628192902, + 0.10344494134187698, + 0.03280113637447357, + 0.07087453454732895, + 0.07363207638263702, + 0.05398797616362572, + 0.19807451963424683, + 0.14485017955303192, + 0.02685130015015602 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018185080960392952 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18843704462051392, + 0.1151871308684349, + 0.35542958974838257, + 0.06085236370563507, + 0.05995829403400421, + 0.06434132158756256, + 0.06402638554573059, + 0.030031265690922737, + 0.03455205634236336, + 0.02718457207083702 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018184728920459747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29881808161735535, + 0.11717149615287781, + 0.0711466446518898, + 0.09570443630218506, + 0.04686570540070534, + 0.2617977559566498, + 0.03113473393023014, + 0.03302924335002899, + 0.017635701224207878, + 0.02669624052941799 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.018185080960392952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward, wide-angle shot, captured in the meticulously rendered, color-saturated style of American comics, captures a moment brimming with movement and tension. Within a vast, exotic underground cavern, a member of the royal family plunges recklessly toward a mysterious object. The female member, with cascading silver hair, cascades backward in her intense movement. She wears a tailored, deep peacock blue silk expedition blouse, intricately embroidered with golden royal vines at the collar and cuffs, over a slightly worn, dark brown leather vest with brass buckles. She leaps from a slippery rock covered in luminescent moss, her body unfurling in a powerful arc, almost parallel to the ground. Her delicate, dust-stained face reveals a pair of sapphire eyes luminous with concentration, an expression of intense desire and determination. Her left hand reaches forward, fingers spread wide, her fingertips barely missing their target—an irregularly shaped crystal fragment hovering silently above an ancient stone altar. This fragment serves as the scene's primary light source, its inner core seemingly flowing with a nebula, periodically radiating a soft, cyan glow. This light illuminates her outstretched arm and resolute face, while casting long, dynamic shadows behind her. Huge crystal clusters studded with the cave's background walls, interplay with clusters of bioluminescent purple and blue mushrooms on the ground, providing a dreamy, ambient fill for this tense scene. Clear, powerful black outlines define the edges of all elements, while delicate gradient shadows imbue the image with a rich sense of depth and three-dimensionality, evoking an atmosphere of epic adventure.", + "seed": 33049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_6771_seed_33049_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013817582838237285, + "vlm_logprob": -0.013817582838237285, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.013817582838237285, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02346566691994667 + ], + "opposite_logprob_tokens": [ + -3.773465633392334 + ], + "logprob_reward": -0.02346566691994667, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02346566691994667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14115023612976074, + 0.053558509796857834, + 0.08848870545625687, + 0.05250827595591545, + 0.3548702895641327, + 0.1373504102230072, + 0.0841180682182312, + 0.027489490807056427, + 0.0325947105884552, + 0.027871286496520042 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02346566691994667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639813400804996 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639813400804996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639813400804996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052201710641384125, + 0.03013259917497635, + 0.032268330454826355, + 0.039176370948553085, + 0.4005436599254608, + 0.10772105306386948, + 0.17904016375541687, + 0.044899921864271164, + 0.04506248980760574, + 0.06895370036363602 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.008639813400804996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012880941852927208, + 0.03496506065130234, + 0.019698070362210274, + 0.011983118019998074, + 0.7622550129890442, + 0.042031705379486084, + 0.07507484406232834, + 0.013686164282262325, + 0.013290469534695148, + 0.014134645462036133 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.016063440591096878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06951966881752014, + 0.04564299434423447, + 0.032392241060733795, + 0.07286535948514938, + 0.41645896434783936, + 0.15119066834449768, + 0.0731392577290535, + 0.04823143035173416, + 0.0684424564242363, + 0.02211696468293667 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.006731097586452961 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028183914721012115, + 0.011539420112967491, + 0.01904544234275818, + 0.012312117032706738, + 0.8201650977134705, + 0.042706601321697235, + 0.03460485115647316, + 0.006776564288884401, + 0.01484257448464632, + 0.009823390282690525 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward, wide-angle shot, captured in the meticulously rendered, color-saturated style of American comics, captures a moment brimming with movement and tension. Within a vast, exotic underground cavern, a member of the royal family plunges recklessly toward a mysterious object. The female member, with cascading silver hair, cascades backward in her intense movement. She wears a tailored, deep peacock blue silk expedition blouse, intricately embroidered with golden royal vines at the collar and cuffs, over a slightly worn, dark brown leather vest with brass buckles. She leaps from a slippery rock covered in luminescent moss, her body unfurling in a powerful arc, almost parallel to the ground. Her delicate, dust-stained face reveals a pair of sapphire eyes luminous with concentration, an expression of intense desire and determination. Her left hand reaches forward, fingers spread wide, her fingertips barely missing their target—an irregularly shaped crystal fragment hovering silently above an ancient stone altar. This fragment serves as the scene's primary light source, its inner core seemingly flowing with a nebula, periodically radiating a soft, cyan glow. This light illuminates her outstretched arm and resolute face, while casting long, dynamic shadows behind her. Huge crystal clusters studded with the cave's background walls, interplay with clusters of bioluminescent purple and blue mushrooms on the ground, providing a dreamy, ambient fill for this tense scene. Clear, powerful black outlines define the edges of all elements, while delicate gradient shadows imbue the image with a rich sense of depth and three-dimensionality, evoking an atmosphere of epic adventure.", + "seed": 33050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_0/index_6771_seed_33050_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015624274127185344, + "vlm_logprob": -0.015624274127185344, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.015624274127185344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012704155407845974 + ], + "opposite_logprob_tokens": [ + -4.387704372406006 + ], + "logprob_reward": -0.012704155407845974, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012704155407845974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17248229682445526, + 0.12279000133275986, + 0.019160930067300797, + 0.49388235807418823, + 0.01850355602800846, + 0.01986185647547245, + 0.031702104955911636, + 0.05605475604534149, + 0.0243305005133152, + 0.04123157262802124 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012704155407845974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04030434414744377, + 0.029887240380048752, + 0.02737780287861824, + 0.509364128112793, + 0.0541921891272068, + 0.04965938627719879, + 0.045587942004203796, + 0.10526974499225616, + 0.08273959904909134, + 0.05561771243810654 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.009783060289919376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0516439750790596, + 0.03156005218625069, + 0.07240162789821625, + 0.4637933671474457, + 0.028234004974365234, + 0.08334294706583023, + 0.05331389605998993, + 0.12120450288057327, + 0.07458917051553726, + 0.01991654932498932 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.016063440591096878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794618487358093 + ], + "opposite_logprob_tokens": [ + -3.529794692993164 + ], + "logprob_reward": -0.029794618487358093, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794618487358093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12477730214595795, + 0.1394462138414383, + 0.03612987697124481, + 0.40375232696533203, + 0.043519362807273865, + 0.03362349420785904, + 0.0457909069955349, + 0.07320373505353928, + 0.06614720076322556, + 0.03360951319336891 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.029794618487358093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast underground cavern with huge crystal clusters and bioluminescent mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a female royal with cascading silver hair, sapphire eyes, and a deep peacock blue silk blouse with golden embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a dark brown leather vest with brass buckles over her blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character leaping from a slippery rock covered in luminescent moss toward a hovering crystal fragment that emits a cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature clear, powerful black outlines and a color-saturated American comic book art style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776095859706402 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776095859706402, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776095859706402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2141716182231903, + 0.06737023591995239, + 0.14439502358436584, + 0.12684011459350586, + 0.08752653002738953, + 0.034709662199020386, + 0.02045595645904541, + 0.1724478155374527, + 0.06723099201917648, + 0.06485206633806229 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.009776095859706402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_tensor([3217, 3217])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_tensor([3217, 3217])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2a13d9f9aec91f92a34da3e421750376c2de37f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_tensor([3217, 3217])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up focuses on a classic, unlabeled bottle of red wine on a dark, rustic wooden table surface. Made of deep green, almost black glass, the bottle is illuminated by a warm overhead light, casting sharp, dramatic highlights along the bottle's curves and creating deep, ominous shadows. Suddenly, the entire frame is seized by a powerful, unseen force, and the bottle begins to tremble violently, its base rattling erratically against the worn wood texture. Within the trembling glass, dark crimson liquid churns and splashes chaotically, sending foamy waves crashing against the interior walls. The wine coats the glass with a translucent red film that shimmers in the focused light, creating a tense, unsettling atmosphere as the violent, inexplicable movement continues without pause.", + "seed": 28160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_3217_seed_28160_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29575133305042983, + "vlm_logprob": -0.29575133305042983, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.29575133305042983, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03151386231184006 + ], + "opposite_logprob_tokens": [ + -3.5315139293670654 + ], + "logprob_reward": -0.03151386231184006, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03151386231184006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09691646695137024, + 0.1746983826160431, + 0.08234301209449768, + 0.038477689027786255, + 0.12362891435623169, + 0.2473420351743698, + 0.054600220173597336, + 0.04039943218231201, + 0.10458233952522278, + 0.037011511623859406 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.03151386231184006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609652116894722 + ], + "opposite_logprob_tokens": [ + -4.141096591949463 + ], + "logprob_reward": -0.01609652116894722, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609652116894722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882881373167038, + 0.2981095016002655, + 0.10155089199542999, + 0.1311091184616089, + 0.0792950689792633, + 0.062424205243587494, + 0.033765777945518494, + 0.0360986702144146, + 0.040616799145936966, + 0.02874179184436798 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01609652116894722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046457452699542046 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.0046457452699542046, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046457452699542046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32232582569122314, + 0.22920379042625427, + 0.07424994558095932, + 0.08395488560199738, + 0.056181661784648895, + 0.07062553614377975, + 0.0302426815032959, + 0.029777390882372856, + 0.045657217502593994, + 0.057781122624874115 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0046457452699542046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134561777114868 + ], + "opposite_logprob_tokens": [ + -0.31345614790916443 + ], + "logprob_reward": -1.3134561777114868, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134561777114868, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1152445524930954, + 0.16615550220012665, + 0.07826568186283112, + 0.05990660935640335, + 0.16425104439258575, + 0.08713094890117645, + 0.033877238631248474, + 0.05000702291727066, + 0.09845394641160965, + 0.1467074453830719 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -1.3134561777114868 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1130443587899208 + ], + "opposite_logprob_tokens": [ + -2.238044261932373 + ], + "logprob_reward": -0.1130443587899208, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1130443587899208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06135876104235649, + 0.10096707195043564, + 0.16751433908939362, + 0.056884534657001495, + 0.28425833582878113, + 0.09771282970905304, + 0.058109380304813385, + 0.04792977124452591, + 0.0418306402862072, + 0.08343435078859329 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.1130443587899208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a classic, unlabeled bottle of red wine on a dark, rustic wooden table surface. Made of deep green, almost black glass, the bottle is illuminated by a warm overhead light, casting sharp, dramatic highlights along the bottle's curves and creating deep, ominous shadows. Suddenly, the entire frame is seized by a powerful, unseen force, and the bottle begins to tremble violently, its base rattling erratically against the worn wood texture. Within the trembling glass, dark crimson liquid churns and splashes chaotically, sending foamy waves crashing against the interior walls. The wine coats the glass with a translucent red film that shimmers in the focused light, creating a tense, unsettling atmosphere as the violent, inexplicable movement continues without pause.", + "seed": 28161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_3217_seed_28161_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25377876572310926, + "vlm_logprob": -0.25377876572310926, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.25377876572310926, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31642815470695496 + ], + "opposite_logprob_tokens": [ + -1.3164281845092773 + ], + "logprob_reward": -0.31642815470695496, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31642815470695496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0864528939127922, + 0.037244778126478195, + 0.038537878543138504, + 0.17900976538658142, + 0.04160032048821449, + 0.24232864379882812, + 0.09972885251045227, + 0.12292740494012833, + 0.06170867010951042, + 0.09046084433794022 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.31642815470695496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637557126581669 + ], + "opposite_logprob_tokens": [ + -3.6513755321502686 + ], + "logprob_reward": -0.02637557126581669, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637557126581669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1221318244934082, + 0.06317181140184402, + 0.03139035031199455, + 0.07797594368457794, + 0.013038593344390392, + 0.27374178171157837, + 0.19230040907859802, + 0.10744209587574005, + 0.059026703238487244, + 0.059780482202768326 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.02637557126581669 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981891855597496 + ], + "opposite_logprob_tokens": [ + -3.5298190116882324 + ], + "logprob_reward": -0.02981891855597496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981891855597496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052624788135290146, + 0.024453055113554, + 0.0210775937885046, + 0.035432226955890656, + 0.014943699352443218, + 0.3550660312175751, + 0.323944091796875, + 0.048957109451293945, + 0.08539652079343796, + 0.03810495883226395 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.02981891855597496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261911273002625 + ], + "opposite_logprob_tokens": [ + -0.5761911273002625 + ], + "logprob_reward": -0.8261911273002625, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261911273002625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08377198129892349, + 0.040325552225112915, + 0.05709291249513626, + 0.06004738435149193, + 0.03470274433493614, + 0.054273828864097595, + 0.46344631910324097, + 0.06519152224063873, + 0.06116797402501106, + 0.07997973263263702 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.8261911273002625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008005678653717 + ], + "opposite_logprob_tokens": [ + -2.695080041885376 + ], + "logprob_reward": -0.07008005678653717, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008005678653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0552421510219574, + 0.04301934316754341, + 0.03222968801856041, + 0.07784315198659897, + 0.035436876118183136, + 0.10978086292743683, + 0.2133762091398239, + 0.19443374872207642, + 0.04768753424286842, + 0.1909504532814026 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.07008005678653717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a classic, unlabeled bottle of red wine on a dark, rustic wooden table surface. Made of deep green, almost black glass, the bottle is illuminated by a warm overhead light, casting sharp, dramatic highlights along the bottle's curves and creating deep, ominous shadows. Suddenly, the entire frame is seized by a powerful, unseen force, and the bottle begins to tremble violently, its base rattling erratically against the worn wood texture. Within the trembling glass, dark crimson liquid churns and splashes chaotically, sending foamy waves crashing against the interior walls. The wine coats the glass with a translucent red film that shimmers in the focused light, creating a tense, unsettling atmosphere as the violent, inexplicable movement continues without pause.", + "seed": 28162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_3217_seed_28162_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21057564914226531, + "vlm_logprob": -0.21057564914226531, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.21057564914226531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2541949152946472 + ], + "opposite_logprob_tokens": [ + -1.504194974899292 + ], + "logprob_reward": -0.2541949152946472, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2541949152946472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07241557538509369, + 0.14468906819820404, + 0.09800861030817032, + 0.036504052579402924, + 0.11010587960481644, + 0.09565399587154388, + 0.1531093418598175, + 0.05312012508511543, + 0.1070382371544838, + 0.12935511767864227 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.2541949152946472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906257897615433 + ], + "opposite_logprob_tokens": [ + -2.4640626907348633 + ], + "logprob_reward": -0.08906257897615433, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906257897615433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23191490769386292, + 0.07649671286344528, + 0.04512105509638786, + 0.08379144966602325, + 0.07958810776472092, + 0.11719395220279694, + 0.20107406377792358, + 0.029856054112315178, + 0.05874015763401985, + 0.07622361183166504 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.08906257897615433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370928019285202 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370928019285202, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370928019285202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20773443579673767, + 0.10609187185764313, + 0.031580496579408646, + 0.08222152292728424, + 0.41723576188087463, + 0.06146986410021782, + 0.01988592930138111, + 0.01858619600534439, + 0.01990499533712864, + 0.035288941115140915 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03370928019285202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328247785568237 + ], + "opposite_logprob_tokens": [ + -0.7578247785568237 + ], + "logprob_reward": -0.6328247785568237, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328247785568237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0926365777850151, + 0.09544774144887924, + 0.037528689950704575, + 0.04238332808017731, + 0.12733449041843414, + 0.1530129760503769, + 0.09410450607538223, + 0.10001897066831589, + 0.16161349415779114, + 0.09591922909021378 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.6328247785568237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086692690849304 + ], + "opposite_logprob_tokens": [ + -3.1680867671966553 + ], + "logprob_reward": -0.043086692690849304, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086692690849304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05515267327427864, + 0.06651058048009872, + 0.053339067846536636, + 0.060100261121988297, + 0.10241127759218216, + 0.16017159819602966, + 0.09255784749984741, + 0.10778647661209106, + 0.19573533535003662, + 0.10623487085103989 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.043086692690849304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a classic, unlabeled bottle of red wine on a dark, rustic wooden table surface. Made of deep green, almost black glass, the bottle is illuminated by a warm overhead light, casting sharp, dramatic highlights along the bottle's curves and creating deep, ominous shadows. Suddenly, the entire frame is seized by a powerful, unseen force, and the bottle begins to tremble violently, its base rattling erratically against the worn wood texture. Within the trembling glass, dark crimson liquid churns and splashes chaotically, sending foamy waves crashing against the interior walls. The wine coats the glass with a translucent red film that shimmers in the focused light, creating a tense, unsettling atmosphere as the violent, inexplicable movement continues without pause.", + "seed": 28163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_1/index_3217_seed_28163_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1920662154443562, + "vlm_logprob": -0.1920662154443562, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.1920662154443562, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11736609041690826 + ], + "opposite_logprob_tokens": [ + -2.242366075515747 + ], + "logprob_reward": -0.11736609041690826, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11736609041690826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5207775235176086, + 0.06325241923332214, + 0.1049422100186348, + 0.05741558596491814, + 0.023143740370869637, + 0.024728065356612206, + 0.02351127564907074, + 0.010564965195953846, + 0.015279038809239864, + 0.15638509392738342 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.11736609041690826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527229392901063 + ], + "opposite_logprob_tokens": [ + -5.255272388458252 + ], + "logprob_reward": -0.00527229392901063, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527229392901063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5001531839370728, + 0.12162219732999802, + 0.049193840473890305, + 0.04805473983287811, + 0.06249038875102997, + 0.10537345707416534, + 0.06000921130180359, + 0.016936907544732094, + 0.023239100351929665, + 0.012926997616887093 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00527229392901063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792976081371307 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792976081371307, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792976081371307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5421165823936462, + 0.08692166954278946, + 0.06749561429023743, + 0.0813424289226532, + 0.04012107476592064, + 0.07012904435396194, + 0.04077775403857231, + 0.03803996369242668, + 0.019646836444735527, + 0.013409064151346684 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009792976081371307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578418850898743 + ], + "opposite_logprob_tokens": [ + -0.6328418850898743 + ], + "logprob_reward": -0.7578418850898743, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578418850898743, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.43289634585380554, + 0.08429351449012756, + 0.08111139386892319, + 0.0962892398238182, + 0.049418192356824875, + 0.07777155190706253, + 0.048265811055898666, + 0.03809231519699097, + 0.020504746586084366, + 0.07135691493749619 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.7578418850898743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green, almost black glass and placed on a dark, rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by warm overhead light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle tremble violently with its base rattling erratically against the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wine inside churn and splash chaotically, coating the glass with a translucent red film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005783170461655 + ], + "opposite_logprob_tokens": [ + -2.6950578689575195 + ], + "logprob_reward": -0.07005783170461655, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005783170461655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3298841118812561, + 0.04789426922798157, + 0.06998660415410995, + 0.047413554042577744, + 0.05639828369021416, + 0.054535023868083954, + 0.04539841413497925, + 0.04402681440114975, + 0.08156199753284454, + 0.22290092706680298 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.07005783170461655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_tensor([6903, 6903])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_tensor([6903, 6903])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2277fbacc1bdd77d6cd5dafdc25501307e1da822 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_tensor([6903, 6903])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "horizontal medium shot pans smoothly to the right, following a mysterious creature as it gracefully navigates the murky depths of the ocean. The entire scene unfolds like the thick brushstrokes of a classical oil painting. The creature possesses the upper body of a human woman, her skin shimmering in the dim light, a soft, shimmering ivory hue reminiscent of a Rembrandt painting. Her thick, long hair flows freely in the current like auburn seaweed. Her central feature is her enormous, shimmering tail. Rather than the metallic sheen of modern CG, it is composed of countless massive, iridescent scales. Against a deep Prussian blue background, these scales are layered with thick layers of emerald, ultramarine, and violet paint. The edges of the scales are highlighted with thick white and gold, simulating the shimmering texture of a single light source. With a steady, deliberate rhythm, she slowly yet powerfully sways her tail, her body forming a fluid S-curve that stirs the surrounding murky water. A faint ray of skylight, as if emanating from a distant sea, penetrates the deep water, dramatically illuminating her shoulders and the side of her tail, creating a striking contrast of light and dark, while the rest of the painting is immersed in deep ochre and dark green shadows. Every inch of the canvas is filled with thick, visible brushstrokes that appear to have been scraped with a palette knife. The accumulation of paint creates a relief-like texture, creating an atmosphere of mystery, tranquility, and a touch of classical tragedy.", + "seed": 2425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_6903_seed_2425_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035659642843529585, + "vlm_logprob": -0.035659642843529585, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.035659642843529585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08342117816209793 + ], + "opposite_logprob_tokens": [ + -2.583421230316162 + ], + "logprob_reward": -0.08342117816209793, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08342117816209793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15046356618404388, + 0.11099454760551453, + 0.08701395243406296, + 0.09139814227819443, + 0.12114021927118301, + 0.07184378057718277, + 0.06387097388505936, + 0.04831874743103981, + 0.13267940282821655, + 0.12227664887905121 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.08342117816209793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624063218012452 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.003624063218012452, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624063218012452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18337653577327728, + 0.2751415967941284, + 0.06626852601766586, + 0.15241868793964386, + 0.1104055643081665, + 0.06164078414440155, + 0.02593495137989521, + 0.02690422162413597, + 0.07074395567178726, + 0.027165159583091736 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003624063218012452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2843939960002899, + 0.10013431310653687, + 0.06122378259897232, + 0.20635724067687988, + 0.10072091221809387, + 0.040456634014844894, + 0.06669286638498306, + 0.03047146089375019, + 0.0785093754529953, + 0.031039416790008545 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280968889594078 + ], + "opposite_logprob_tokens": [ + -3.7732808589935303 + ], + "logprob_reward": -0.023280968889594078, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280968889594078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2399476319551468, + 0.13513903319835663, + 0.07441485673189163, + 0.14393360912799835, + 0.1967422217130661, + 0.06705115735530853, + 0.024807630106806755, + 0.046991076320409775, + 0.04246674105525017, + 0.02850613184273243 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.023280968889594078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062023188918828964 + ], + "opposite_logprob_tokens": [ + -2.812023162841797 + ], + "logprob_reward": -0.062023188918828964, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062023188918828964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15821532905101776, + 0.0800018310546875, + 0.0459730438888073, + 0.30019867420196533, + 0.12234796583652496, + 0.04834410920739174, + 0.04972228780388832, + 0.04716283082962036, + 0.11318381130695343, + 0.034850213676691055 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.062023188918828964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot pans smoothly to the right, following a mysterious creature as it gracefully navigates the murky depths of the ocean. The entire scene unfolds like the thick brushstrokes of a classical oil painting. The creature possesses the upper body of a human woman, her skin shimmering in the dim light, a soft, shimmering ivory hue reminiscent of a Rembrandt painting. Her thick, long hair flows freely in the current like auburn seaweed. Her central feature is her enormous, shimmering tail. Rather than the metallic sheen of modern CG, it is composed of countless massive, iridescent scales. Against a deep Prussian blue background, these scales are layered with thick layers of emerald, ultramarine, and violet paint. The edges of the scales are highlighted with thick white and gold, simulating the shimmering texture of a single light source. With a steady, deliberate rhythm, she slowly yet powerfully sways her tail, her body forming a fluid S-curve that stirs the surrounding murky water. A faint ray of skylight, as if emanating from a distant sea, penetrates the deep water, dramatically illuminating her shoulders and the side of her tail, creating a striking contrast of light and dark, while the rest of the painting is immersed in deep ochre and dark green shadows. Every inch of the canvas is filled with thick, visible brushstrokes that appear to have been scraped with a palette knife. The accumulation of paint creates a relief-like texture, creating an atmosphere of mystery, tranquility, and a touch of classical tragedy.", + "seed": 2426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_6903_seed_2426_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08374207327142358, + "vlm_logprob": -0.08374207327142358, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.08374207327142358, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2833600640296936 + ], + "opposite_logprob_tokens": [ + -1.4083600044250488 + ], + "logprob_reward": -0.2833600640296936, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2833600640296936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1481478363275528, + 0.2553268074989319, + 0.1186889261007309, + 0.11649622768163681, + 0.10593952238559723, + 0.0656367614865303, + 0.0378924235701561, + 0.07530093938112259, + 0.05256577953696251, + 0.024004731327295303 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2833600640296936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307013750076294 + ], + "opposite_logprob_tokens": [ + -3.168070077896118 + ], + "logprob_reward": -0.04307013750076294, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307013750076294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17163270711898804, + 0.20044486224651337, + 0.0700584352016449, + 0.2056790441274643, + 0.03793993592262268, + 0.011017609387636185, + 0.08254851400852203, + 0.1746387630701065, + 0.012492667883634567, + 0.033547550439834595 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.04307013750076294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097400698810816 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097400698810816, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097400698810816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1285533607006073, + 0.18051698803901672, + 0.17110711336135864, + 0.2274421602487564, + 0.08427818864583969, + 0.021817605942487717, + 0.05813448131084442, + 0.07677055895328522, + 0.026832738891243935, + 0.024546800181269646 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.004097400698810816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182622268795967 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182622268795967, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182622268795967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19800637662410736, + 0.158541738986969, + 0.10304637998342514, + 0.21637368202209473, + 0.07898519933223724, + 0.03469046950340271, + 0.08708523213863373, + 0.07095704972743988, + 0.030117087066173553, + 0.022196829319000244 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.018182622268795967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000014185905457 + ], + "opposite_logprob_tokens": [ + -2.695000171661377 + ], + "logprob_reward": -0.07000014185905457, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000014185905457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15752750635147095, + 0.2255227416753769, + 0.16133831441402435, + 0.18145743012428284, + 0.08889008313417435, + 0.023641806095838547, + 0.0392678864300251, + 0.046789247542619705, + 0.03307275101542473, + 0.04249221086502075 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07000014185905457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot pans smoothly to the right, following a mysterious creature as it gracefully navigates the murky depths of the ocean. The entire scene unfolds like the thick brushstrokes of a classical oil painting. The creature possesses the upper body of a human woman, her skin shimmering in the dim light, a soft, shimmering ivory hue reminiscent of a Rembrandt painting. Her thick, long hair flows freely in the current like auburn seaweed. Her central feature is her enormous, shimmering tail. Rather than the metallic sheen of modern CG, it is composed of countless massive, iridescent scales. Against a deep Prussian blue background, these scales are layered with thick layers of emerald, ultramarine, and violet paint. The edges of the scales are highlighted with thick white and gold, simulating the shimmering texture of a single light source. With a steady, deliberate rhythm, she slowly yet powerfully sways her tail, her body forming a fluid S-curve that stirs the surrounding murky water. A faint ray of skylight, as if emanating from a distant sea, penetrates the deep water, dramatically illuminating her shoulders and the side of her tail, creating a striking contrast of light and dark, while the rest of the painting is immersed in deep ochre and dark green shadows. Every inch of the canvas is filled with thick, visible brushstrokes that appear to have been scraped with a palette knife. The accumulation of paint creates a relief-like texture, creating an atmosphere of mystery, tranquility, and a touch of classical tragedy.", + "seed": 2427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_6903_seed_2427_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0409012054791674, + "vlm_logprob": -0.0409012054791674, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0409012054791674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13042354583740234 + ], + "opposite_logprob_tokens": [ + -2.1304235458374023 + ], + "logprob_reward": -0.13042354583740234, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13042354583740234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11159524321556091, + 0.11197792738676071, + 0.08712867647409439, + 0.10119841247797012, + 0.11068613082170486, + 0.06453125923871994, + 0.17856556177139282, + 0.09912212938070297, + 0.09163905680179596, + 0.0435556098818779 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.13042354583740234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810240492224693 + ], + "opposite_logprob_tokens": [ + -3.5298101902008057 + ], + "logprob_reward": -0.029810240492224693, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810240492224693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628722846508026, + 0.14228656888008118, + 0.1532033532857895, + 0.04057865962386131, + 0.08658747375011444, + 0.06002829596400261, + 0.07449209690093994, + 0.06725770235061646, + 0.14330549538135529, + 0.06938803941011429 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.029810240492224693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019434866262599826 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019434866262599826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019434866262599826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09772998094558716, + 0.09966077655553818, + 0.14911091327667236, + 0.07506447285413742, + 0.11153649538755417, + 0.056933656334877014, + 0.08307258784770966, + 0.060035500675439835, + 0.2231004685163498, + 0.04375515133142471 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.0019434866262599826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09132368117570877, + 0.09005092084407806, + 0.11806418746709824, + 0.14286281168460846, + 0.2107113152742386, + 0.07589657604694366, + 0.03743378818035126, + 0.07123997062444687, + 0.11274885386228561, + 0.04966790974140167 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.012538531795144081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790222644805908 + ], + "opposite_logprob_tokens": [ + -3.529790163040161 + ], + "logprob_reward": -0.029790222644805908, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790222644805908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944628804922104, + 0.1440969854593277, + 0.11643006652593613, + 0.06115492433309555, + 0.0393824502825737, + 0.05136660858988762, + 0.10091497749090195, + 0.09277583658695221, + 0.12875166535377502, + 0.07066360116004944 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.029790222644805908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot pans smoothly to the right, following a mysterious creature as it gracefully navigates the murky depths of the ocean. The entire scene unfolds like the thick brushstrokes of a classical oil painting. The creature possesses the upper body of a human woman, her skin shimmering in the dim light, a soft, shimmering ivory hue reminiscent of a Rembrandt painting. Her thick, long hair flows freely in the current like auburn seaweed. Her central feature is her enormous, shimmering tail. Rather than the metallic sheen of modern CG, it is composed of countless massive, iridescent scales. Against a deep Prussian blue background, these scales are layered with thick layers of emerald, ultramarine, and violet paint. The edges of the scales are highlighted with thick white and gold, simulating the shimmering texture of a single light source. With a steady, deliberate rhythm, she slowly yet powerfully sways her tail, her body forming a fluid S-curve that stirs the surrounding murky water. A faint ray of skylight, as if emanating from a distant sea, penetrates the deep water, dramatically illuminating her shoulders and the side of her tail, creating a striking contrast of light and dark, while the rest of the painting is immersed in deep ochre and dark green shadows. Every inch of the canvas is filled with thick, visible brushstrokes that appear to have been scraped with a palette knife. The accumulation of paint creates a relief-like texture, creating an atmosphere of mystery, tranquility, and a touch of classical tragedy.", + "seed": 2428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_10/index_6903_seed_2428_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05610580830834806, + "vlm_logprob": -0.05610580830834806, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.05610580830834806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2101210057735443 + ], + "opposite_logprob_tokens": [ + -1.7101210355758667 + ], + "logprob_reward": -0.2101210057735443, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2101210057735443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634468376636505, + 0.24646270275115967, + 0.08731146901845932, + 0.1583329141139984, + 0.15476299822330475, + 0.035733625292778015, + 0.06233268231153488, + 0.10054371505975723, + 0.03518301993608475, + 0.04299210384488106 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.2101210057735443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024996723514050245 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024996723514050245, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024996723514050245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11477454006671906, + 0.0973563939332962, + 0.06873343139886856, + 0.14480029046535492, + 0.07354942709207535, + 0.24286270141601562, + 0.14842931926250458, + 0.07714918255805969, + 0.015998488292098045, + 0.016346139833331108 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.0024996723514050245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1668350249528885, + 0.11372539401054382, + 0.08838982880115509, + 0.07110783457756042, + 0.13934177160263062, + 0.09352637082338333, + 0.0873865932226181, + 0.1520380824804306, + 0.05699409916996956, + 0.030655017122626305 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10296366363763809, + 0.24580588936805725, + 0.10554752498865128, + 0.062157031148672104, + 0.17985785007476807, + 0.07423705607652664, + 0.08301758021116257, + 0.08057510852813721, + 0.02940439246594906, + 0.036433909088373184 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.012536177411675453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a horizontal medium shot that pans smoothly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a creature with the upper body of a human woman and an enormous tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature's tail composed of thick, visible brushstrokes of iridescent scales in emerald, ultramarine, violet, white, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the style of a classical oil painting with thick, palette-knife scraped brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly sway its tail in a fluid S-curve while navigating murky water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863433912396431 + ], + "opposite_logprob_tokens": [ + -3.0486342906951904 + ], + "logprob_reward": -0.04863433912396431, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863433912396431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12093553692102432, + 0.12873215973377228, + 0.1104794293642044, + 0.15327683091163635, + 0.1150498166680336, + 0.08481959998607635, + 0.08332240581512451, + 0.08180385082960129, + 0.06756909191608429, + 0.0540112666785717 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.04863433912396431 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_tensor([3841, 3841])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_tensor([3841, 3841])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0724ceeff606cc3fc56477c72716507ee0c52830 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_tensor([3841, 3841])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-long shot, shot from a horizontal angle, captures an elderly man with wispy silver hair as he rides a faded, dark green, 28-style bicycle. He wears a washed-out light blue cotton shirt, a dark brown knitted vest, and loose, dark gray trousers, the cuffs of which are carefully rolled up, revealing a pair of worn brown leather shoes. The scene is set in a quiet, tree-lined alley in the old city. Warm afternoon sunlight filters through the dense foliage, casting dappled, swaying shadows on the bluestone pavement. The backdrop is the blue brick and gray tiled walls of the old-fashioned residential buildings. The elderly man, hands steady on the polished handlebars, pedals with a surprisingly steady rhythm, slowly and leisurely gliding backwards, gradually moving away from the camera. As he retreats, he tilts his head slightly, looking back over his shoulder. His face, marked by the marks of time, bears a serene, farewell smile, his kind eyes filled with nostalgia. As he gradually moves away, his figure becomes smaller and smaller at the end of the alley, and finally slowly disappears into the warm golden halo and deep shadows in the distance. The whole picture is filled with a tranquil and slightly sad nostalgic atmosphere.", + "seed": 710, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_3841_seed_710_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028996628988534213, + "vlm_logprob": -0.028996628988534213, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.028996628988534213, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023993371054530144 + ], + "opposite_logprob_tokens": [ + -3.7739932537078857 + ], + "logprob_reward": -0.023993371054530144, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023993371054530144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09008383005857468, + 0.06748123466968536, + 0.5642879605293274, + 0.0414888821542263, + 0.03481998294591904, + 0.01563587784767151, + 0.017446251586079597, + 0.07558496296405792, + 0.030285170301795006, + 0.0628858357667923 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.023993371054530144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804455116391182 + ], + "opposite_logprob_tokens": [ + -3.5298044681549072 + ], + "logprob_reward": -0.029804455116391182, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804455116391182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04095226526260376, + 0.05843563377857208, + 0.7377324104309082, + 0.058505091816186905, + 0.019057566300034523, + 0.015607465989887714, + 0.013278355821967125, + 0.025643588975071907, + 0.011141705326735973, + 0.019645918160676956 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.029804455116391182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036139669828116894 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036139669828116894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036139669828116894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08285730332136154, + 0.0990648865699768, + 0.49456271529197693, + 0.06409364938735962, + 0.05056215450167656, + 0.03341569006443024, + 0.05060848593711853, + 0.05312179774045944, + 0.02180737443268299, + 0.04990589991211891 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0036139669828116894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863224919885397 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.00863224919885397, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863224919885397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06591306626796722, + 0.0576205775141716, + 0.3046495020389557, + 0.04518566653132439, + 0.36386430263519287, + 0.017329096794128418, + 0.03811410069465637, + 0.05238935723900795, + 0.015353712253272533, + 0.039580702781677246 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.00863224919885397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07893910259008408 + ], + "opposite_logprob_tokens": [ + -2.578939199447632 + ], + "logprob_reward": -0.07893910259008408, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07893910259008408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10401907563209534, + 0.0796435996890068, + 0.1976442039012909, + 0.11464240401983261, + 0.0654129907488823, + 0.0946732610464096, + 0.053328294306993484, + 0.10529018193483353, + 0.10888577252626419, + 0.07646021246910095 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.07893910259008408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-long shot, shot from a horizontal angle, captures an elderly man with wispy silver hair as he rides a faded, dark green, 28-style bicycle. He wears a washed-out light blue cotton shirt, a dark brown knitted vest, and loose, dark gray trousers, the cuffs of which are carefully rolled up, revealing a pair of worn brown leather shoes. The scene is set in a quiet, tree-lined alley in the old city. Warm afternoon sunlight filters through the dense foliage, casting dappled, swaying shadows on the bluestone pavement. The backdrop is the blue brick and gray tiled walls of the old-fashioned residential buildings. The elderly man, hands steady on the polished handlebars, pedals with a surprisingly steady rhythm, slowly and leisurely gliding backwards, gradually moving away from the camera. As he retreats, he tilts his head slightly, looking back over his shoulder. His face, marked by the marks of time, bears a serene, farewell smile, his kind eyes filled with nostalgia. As he gradually moves away, his figure becomes smaller and smaller at the end of the alley, and finally slowly disappears into the warm golden halo and deep shadows in the distance. The whole picture is filled with a tranquil and slightly sad nostalgic atmosphere.", + "seed": 711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_3841_seed_711_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03398303743451834, + "vlm_logprob": -0.03398303743451834, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03398303743451834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04913576692342758 + ], + "opposite_logprob_tokens": [ + -3.049135684967041 + ], + "logprob_reward": -0.04913576692342758, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04913576692342758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0549389012157917, + 0.017235051840543747, + 0.016077157109975815, + 0.04837821051478386, + 0.09869109839200974, + 0.5017175078392029, + 0.06236184388399124, + 0.08688104152679443, + 0.03709658980369568, + 0.07662256062030792 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.04913576692342758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811038285493851 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811038285493851, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811038285493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09298509359359741, + 0.051819514483213425, + 0.06500796228647232, + 0.06372302770614624, + 0.052419114857912064, + 0.17290274798870087, + 0.15471817553043365, + 0.09002448618412018, + 0.06882167607545853, + 0.18757829070091248 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.03811038285493851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067339395172894 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067339395172894, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067339395172894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07875493168830872, + 0.03707736358046532, + 0.044083043932914734, + 0.033076368272304535, + 0.20518894493579865, + 0.11093586683273315, + 0.11989931017160416, + 0.11419839411973953, + 0.09533533453941345, + 0.16145044565200806 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.0067339395172894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943956319242716 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943956319242716, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943956319242716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06906821578741074, + 0.07530873268842697, + 0.0757284015417099, + 0.027579575777053833, + 0.0309376772493124, + 0.2486037313938141, + 0.0820256844162941, + 0.23125112056732178, + 0.07950533181428909, + 0.07999157905578613 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.005943956319242716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999114155769348 + ], + "opposite_logprob_tokens": [ + -2.694991111755371 + ], + "logprob_reward": -0.06999114155769348, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999114155769348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04355243593454361, + 0.03281739354133606, + 0.028445294126868248, + 0.05173864960670471, + 0.07388810068368912, + 0.4039768576622009, + 0.08124396204948425, + 0.11702504009008408, + 0.020830178633332253, + 0.14648203551769257 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.06999114155769348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-long shot, shot from a horizontal angle, captures an elderly man with wispy silver hair as he rides a faded, dark green, 28-style bicycle. He wears a washed-out light blue cotton shirt, a dark brown knitted vest, and loose, dark gray trousers, the cuffs of which are carefully rolled up, revealing a pair of worn brown leather shoes. The scene is set in a quiet, tree-lined alley in the old city. Warm afternoon sunlight filters through the dense foliage, casting dappled, swaying shadows on the bluestone pavement. The backdrop is the blue brick and gray tiled walls of the old-fashioned residential buildings. The elderly man, hands steady on the polished handlebars, pedals with a surprisingly steady rhythm, slowly and leisurely gliding backwards, gradually moving away from the camera. As he retreats, he tilts his head slightly, looking back over his shoulder. His face, marked by the marks of time, bears a serene, farewell smile, his kind eyes filled with nostalgia. As he gradually moves away, his figure becomes smaller and smaller at the end of the alley, and finally slowly disappears into the warm golden halo and deep shadows in the distance. The whole picture is filled with a tranquil and slightly sad nostalgic atmosphere.", + "seed": 712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_3841_seed_712_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025546400621533395, + "vlm_logprob": -0.025546400621533395, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.025546400621533395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043349962681531906 + ], + "opposite_logprob_tokens": [ + -3.1683499813079834 + ], + "logprob_reward": -0.043349962681531906, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043349962681531906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31966161727905273, + 0.0797344446182251, + 0.08722894638776779, + 0.12031610310077667, + 0.04440430924296379, + 0.04527828097343445, + 0.07014398276805878, + 0.10796336829662323, + 0.08888091892004013, + 0.03638797998428345 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.043349962681531906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588146522641182 + ], + "opposite_logprob_tokens": [ + -3.8955881595611572 + ], + "logprob_reward": -0.020588146522641182, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588146522641182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20514246821403503, + 0.0843002125620842, + 0.11447747051715851, + 0.06576396524906158, + 0.08114104717969894, + 0.029466675594449043, + 0.09132853150367737, + 0.08228790014982224, + 0.12033384293317795, + 0.12575788795948029 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.020588146522641182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092888906598091 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092888906598091, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092888906598091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18431608378887177, + 0.06354116648435593, + 0.11181460320949554, + 0.07676523923873901, + 0.04626981541514397, + 0.04141253978013992, + 0.13628271222114563, + 0.09734254330396652, + 0.100294329226017, + 0.141961008310318 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.004092888906598091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071322485804558 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071322485804558, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071322485804558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18858541548252106, + 0.07732028514146805, + 0.0952606052160263, + 0.054620519280433655, + 0.06951258331537247, + 0.04347805306315422, + 0.2269403040409088, + 0.07570794969797134, + 0.06790713965892792, + 0.10066717863082886 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.011071322485804558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862968251109123 + ], + "opposite_logprob_tokens": [ + -3.0486297607421875 + ], + "logprob_reward": -0.04862968251109123, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862968251109123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07814162969589233, + 0.09160570800304413, + 0.055017318576574326, + 0.05139587074518204, + 0.041567545384168625, + 0.06838866323232651, + 0.06663145124912262, + 0.18118295073509216, + 0.16509638726711273, + 0.20097246766090393 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.04862968251109123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-long shot, shot from a horizontal angle, captures an elderly man with wispy silver hair as he rides a faded, dark green, 28-style bicycle. He wears a washed-out light blue cotton shirt, a dark brown knitted vest, and loose, dark gray trousers, the cuffs of which are carefully rolled up, revealing a pair of worn brown leather shoes. The scene is set in a quiet, tree-lined alley in the old city. Warm afternoon sunlight filters through the dense foliage, casting dappled, swaying shadows on the bluestone pavement. The backdrop is the blue brick and gray tiled walls of the old-fashioned residential buildings. The elderly man, hands steady on the polished handlebars, pedals with a surprisingly steady rhythm, slowly and leisurely gliding backwards, gradually moving away from the camera. As he retreats, he tilts his head slightly, looking back over his shoulder. His face, marked by the marks of time, bears a serene, farewell smile, his kind eyes filled with nostalgia. As he gradually moves away, his figure becomes smaller and smaller at the end of the alley, and finally slowly disappears into the warm golden halo and deep shadows in the distance. The whole picture is filled with a tranquil and slightly sad nostalgic atmosphere.", + "seed": 713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_11/index_3841_seed_713_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02804199792444706, + "vlm_logprob": -0.02804199792444706, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02804199792444706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034188177436590195 + ], + "opposite_logprob_tokens": [ + -3.4091882705688477 + ], + "logprob_reward": -0.034188177436590195, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034188177436590195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41377514600753784, + 0.20186316967010498, + 0.04596584662795067, + 0.0895891934633255, + 0.08115741610527039, + 0.027297459542751312, + 0.0291138906031847, + 0.07163793593645096, + 0.019880089908838272, + 0.019719835370779037 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.034188177436590195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299021646380424 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023299021646380424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299021646380424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40765437483787537, + 0.11603756248950958, + 0.07550379633903503, + 0.04418231546878815, + 0.07908524572849274, + 0.028823453933000565, + 0.08091490715742111, + 0.08496886491775513, + 0.044432736933231354, + 0.03839673474431038 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.023299021646380424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637083038687706 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637083038687706, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637083038687706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4947684407234192, + 0.10845921188592911, + 0.059394631534814835, + 0.04918937385082245, + 0.06473095715045929, + 0.05473531410098076, + 0.03011479414999485, + 0.036599840968847275, + 0.05875890329480171, + 0.043248455971479416 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004637083038687706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067897900938988 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067897900938988, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067897900938988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34685415029525757, + 0.10823565721511841, + 0.0332011803984642, + 0.033501625061035156, + 0.03287971019744873, + 0.0528549924492836, + 0.055637426674366, + 0.11227136105298996, + 0.07092254608869553, + 0.15364132821559906 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.016067897900938988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with wispy silver hair riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bicycle a faded, dark green, 28-style bicycle with polished handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a washed-out light blue cotton shirt, a dark brown knitted vest, and loose dark gray trousers with rolled cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a quiet, tree-lined alley in an old city with blue brick and gray tiled walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man pedal steadily while gliding backwards away from the camera, eventually disappearing into the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062017809599637985 + ], + "opposite_logprob_tokens": [ + -2.8120179176330566 + ], + "logprob_reward": -0.062017809599637985, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062017809599637985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08943159878253937, + 0.08476860821247101, + 0.0484791062772274, + 0.1415531188249588, + 0.20341327786445618, + 0.09802105277776718, + 0.11212946474552155, + 0.06585213541984558, + 0.056640710681676865, + 0.09971094131469727 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.062017809599637985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_tensor([5051, 5051])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_tensor([5051, 5051])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d3877ac9b12ca091349e2c4ef4b177be431f97f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_tensor([5051, 5051])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly high-angled extreme close-up, imbued with subtle handheld vibrations, conveys a sense of eager anticipation, capturing the culinary exchange at the table. In the center of the frame, a traditional yin-yang hot pot boils, its surface divided between a fiery red broth laden with chilies and a milky white broth. Wisps of aromatic steam rise, catching the warm overhead light and creating a soft, dreamy haze. Starting on the right, a pair of hands with perfectly manicured nails gently and deliberately slide a pristine white ceramic plate forward across the dark polished wood of the table. On the plate, a thin slice of richly marbled beef is meticulously fanned out into a perfect, vibrant red rosette. As the plate glides through the rising steam, a second, slightly larger pair of hands moves in from the left, carefully accepting the offering, their fingers balancing on the plate's rim in a shared culinary ritual. The entire scene is bathed in the warm, soft glow of the intimate restaurant setting, creating a palpable atmosphere of warmth, joy, and delicious anticipation.", + "seed": 26455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_5051_seed_26455_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02013969081453979, + "vlm_logprob": -0.02013969081453979, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02013969081453979, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030216176062822342 + ], + "opposite_logprob_tokens": [ + -4.280216217041016 + ], + "logprob_reward": -0.030216176062822342, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.030216176062822342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.690542995929718, + 0.11924437433481216, + 0.01597549580037594, + 0.015456248074769974, + 0.05244089663028717, + 0.039076969027519226, + 0.01924428530037403, + 0.021868892014026642, + 0.008772013708949089, + 0.017377814278006554 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.030216176062822342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01258609164506197 + ], + "opposite_logprob_tokens": [ + -4.3875861167907715 + ], + "logprob_reward": -0.01258609164506197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01258609164506197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8243808746337891, + 0.08897566050291061, + 0.02830912359058857, + 0.013934037648141384, + 0.006365182809531689, + 0.012318231165409088, + 0.004363759886473417, + 0.005083333235234022, + 0.002334089018404484, + 0.013935642316937447 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01258609164506197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059328556060791 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.02059328556060791, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059328556060791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6088752150535583, + 0.09034989774227142, + 0.03890353813767433, + 0.013546586036682129, + 0.10615121573209763, + 0.017321132123470306, + 0.030058979988098145, + 0.048127904534339905, + 0.01612553559243679, + 0.03053995966911316 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02059328556060791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036157488357275724 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036157488357275724, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036157488357275724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4855611026287079, + 0.17008602619171143, + 0.028660017997026443, + 0.05102453753352165, + 0.044820576906204224, + 0.04526583105325699, + 0.04017220810055733, + 0.015978313982486725, + 0.008074542507529259, + 0.1103568822145462 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036157488357275724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033687151968479156 + ], + "opposite_logprob_tokens": [ + -3.408687114715576 + ], + "logprob_reward": -0.033687151968479156, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033687151968479156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40978243947029114, + 0.2564561665058136, + 0.02147652767598629, + 0.02933162823319435, + 0.03515675291419029, + 0.022956380620598793, + 0.03832991048693657, + 0.053550053387880325, + 0.028485512360930443, + 0.10447458177804947 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.033687151968479156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angled extreme close-up, imbued with subtle handheld vibrations, conveys a sense of eager anticipation, capturing the culinary exchange at the table. In the center of the frame, a traditional yin-yang hot pot boils, its surface divided between a fiery red broth laden with chilies and a milky white broth. Wisps of aromatic steam rise, catching the warm overhead light and creating a soft, dreamy haze. Starting on the right, a pair of hands with perfectly manicured nails gently and deliberately slide a pristine white ceramic plate forward across the dark polished wood of the table. On the plate, a thin slice of richly marbled beef is meticulously fanned out into a perfect, vibrant red rosette. As the plate glides through the rising steam, a second, slightly larger pair of hands moves in from the left, carefully accepting the offering, their fingers balancing on the plate's rim in a shared culinary ritual. The entire scene is bathed in the warm, soft glow of the intimate restaurant setting, creating a palpable atmosphere of warmth, joy, and delicious anticipation.", + "seed": 26456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_5051_seed_26456_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023296678252518178, + "vlm_logprob": -0.023296678252518178, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.023296678252518178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011840892024338245 + ], + "opposite_logprob_tokens": [ + -5.7618408203125 + ], + "logprob_reward": -0.011840892024338245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.011840892024338245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2707309126853943, + 0.050383061170578, + 0.09756766259670258, + 0.06648917496204376, + 0.06086662784218788, + 0.028007177636027336, + 0.04580973461270332, + 0.08864976465702057, + 0.1887131780385971, + 0.10278269648551941 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.011840892024338245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004672442562878132 + ], + "opposite_logprob_tokens": [ + -5.379672527313232 + ], + "logprob_reward": -0.004672442562878132, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004672442562878132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0960640013217926, + 0.11299464106559753, + 0.13312110304832458, + 0.09786469489336014, + 0.1399737298488617, + 0.04410337656736374, + 0.05413062870502472, + 0.05969488248229027, + 0.19336986541748047, + 0.06868308782577515 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.004672442562878132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040978964418172836, + 0.04942624643445015, + 0.11810029298067093, + 0.043076373636722565, + 0.0755121111869812, + 0.03510294109582901, + 0.06278335303068161, + 0.35961857438087463, + 0.15823566913604736, + 0.05716546252369881 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.026348866522312164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07459526509046555, + 0.06319988518953323, + 0.07813748717308044, + 0.07710478454828262, + 0.05285320430994034, + 0.0639047622680664, + 0.18647132813930511, + 0.22511503100395203, + 0.10074601322412491, + 0.07787227630615234 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.0036151548847556114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000603526830673 + ], + "opposite_logprob_tokens": [ + -2.6950061321258545 + ], + "logprob_reward": -0.07000603526830673, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000603526830673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08205681294202805, + 0.11471196264028549, + 0.08819127827882767, + 0.09676419943571091, + 0.055042240768671036, + 0.02646874077618122, + 0.10070046782493591, + 0.16433537006378174, + 0.05823374539613724, + 0.2134951651096344 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.07000603526830673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angled extreme close-up, imbued with subtle handheld vibrations, conveys a sense of eager anticipation, capturing the culinary exchange at the table. In the center of the frame, a traditional yin-yang hot pot boils, its surface divided between a fiery red broth laden with chilies and a milky white broth. Wisps of aromatic steam rise, catching the warm overhead light and creating a soft, dreamy haze. Starting on the right, a pair of hands with perfectly manicured nails gently and deliberately slide a pristine white ceramic plate forward across the dark polished wood of the table. On the plate, a thin slice of richly marbled beef is meticulously fanned out into a perfect, vibrant red rosette. As the plate glides through the rising steam, a second, slightly larger pair of hands moves in from the left, carefully accepting the offering, their fingers balancing on the plate's rim in a shared culinary ritual. The entire scene is bathed in the warm, soft glow of the intimate restaurant setting, creating a palpable atmosphere of warmth, joy, and delicious anticipation.", + "seed": 26457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_5051_seed_26457_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04362251898273826, + "vlm_logprob": -0.04362251898273826, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.04362251898273826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03234173357486725 + ], + "opposite_logprob_tokens": [ + -4.032341957092285 + ], + "logprob_reward": -0.03234173357486725, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.03234173357486725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15284262597560883, + 0.10315651446580887, + 0.14255064725875854, + 0.1493634432554245, + 0.1910860389471054, + 0.04424614459276199, + 0.06941825151443481, + 0.06155688688158989, + 0.03076963685452938, + 0.05500979721546173 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03234173357486725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011127086356282234 + ], + "opposite_logprob_tokens": [ + -4.51112699508667 + ], + "logprob_reward": -0.011127086356282234, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011127086356282234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07852180302143097, + 0.07635748386383057, + 0.10937973856925964, + 0.15824933350086212, + 0.1189698651432991, + 0.07100600004196167, + 0.11474490910768509, + 0.114612877368927, + 0.05624612048268318, + 0.10191190242767334 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.011127086356282234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497167259454727 + ], + "opposite_logprob_tokens": [ + -2.929971694946289 + ], + "logprob_reward": -0.05497167259454727, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497167259454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16279038786888123, + 0.11704695224761963, + 0.1144692450761795, + 0.2966574430465698, + 0.06771401315927505, + 0.032533761113882065, + 0.06310323625802994, + 0.06306984275579453, + 0.03187457099556923, + 0.05074051767587662 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.05497167259454727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739859934896231 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739859934896231, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739859934896231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07992934435606003, + 0.060416530817747116, + 0.06662431359291077, + 0.1318826824426651, + 0.14127551019191742, + 0.04932945594191551, + 0.10573392361402512, + 0.1828985959291458, + 0.13618908822536469, + 0.04572056233882904 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.006739859934896231 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129322424530983 + ], + "opposite_logprob_tokens": [ + -2.2379322052001953 + ], + "logprob_reward": -0.1129322424530983, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129322424530983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1084948405623436, + 0.08654661476612091, + 0.10147066414356232, + 0.07853387296199799, + 0.259108304977417, + 0.08745139837265015, + 0.08319191634654999, + 0.04570518806576729, + 0.058361273258924484, + 0.09113600105047226 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.1129322424530983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angled extreme close-up, imbued with subtle handheld vibrations, conveys a sense of eager anticipation, capturing the culinary exchange at the table. In the center of the frame, a traditional yin-yang hot pot boils, its surface divided between a fiery red broth laden with chilies and a milky white broth. Wisps of aromatic steam rise, catching the warm overhead light and creating a soft, dreamy haze. Starting on the right, a pair of hands with perfectly manicured nails gently and deliberately slide a pristine white ceramic plate forward across the dark polished wood of the table. On the plate, a thin slice of richly marbled beef is meticulously fanned out into a perfect, vibrant red rosette. As the plate glides through the rising steam, a second, slightly larger pair of hands moves in from the left, carefully accepting the offering, their fingers balancing on the plate's rim in a shared culinary ritual. The entire scene is bathed in the warm, soft glow of the intimate restaurant setting, creating a palpable atmosphere of warmth, joy, and delicious anticipation.", + "seed": 26458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_12/index_5051_seed_26458_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02959183803759515, + "vlm_logprob": -0.02959183803759515, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02959183803759515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.047756098210811615 + ], + "opposite_logprob_tokens": [ + -3.4227561950683594 + ], + "logprob_reward": -0.047756098210811615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.047756098210811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30923736095428467, + 0.08362497389316559, + 0.05841130390763283, + 0.06004456803202629, + 0.11588767915964127, + 0.071959488093853, + 0.07954423129558563, + 0.0417625866830349, + 0.12265190482139587, + 0.05687594786286354 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.047756098210811615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822960011661053 + ], + "opposite_logprob_tokens": [ + -4.634822845458984 + ], + "logprob_reward": -0.009822960011661053, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009822960011661053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706374794244766, + 0.030717402696609497, + 0.07467350363731384, + 0.06440459936857224, + 0.09336486458778381, + 0.20274010300636292, + 0.31106430292129517, + 0.041013795882463455, + 0.03937700018286705, + 0.03558067977428436 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.009822960011661053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866306856274605 + ], + "opposite_logprob_tokens": [ + -3.0486631393432617 + ], + "logprob_reward": -0.04866306856274605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866306856274605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09367919713258743, + 0.05854896828532219, + 0.06669484078884125, + 0.31921717524528503, + 0.05448342114686966, + 0.07306521385908127, + 0.07845434546470642, + 0.07176002860069275, + 0.16083915531635284, + 0.023257659748196602 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.04866306856274605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10788652300834656, + 0.058679837733507156, + 0.12814630568027496, + 0.0659753680229187, + 0.10589003562927246, + 0.15459494292736053, + 0.05048755183815956, + 0.08436364680528641, + 0.1832370012998581, + 0.06073879450559616 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a traditional yin-yang hot pot visible with one side containing fiery red broth and the other milky white broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of hands with perfectly manicured nails slide a white ceramic plate forward from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thin slice of marbled beef arranged on the plate in the shape of a vibrant red rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do a second pair of hands enter from the left to accept the plate while balancing fingers on its rim?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097988814115524 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.038097988814115524, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097988814115524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19379617273807526, + 0.04612357169389725, + 0.06062014028429985, + 0.06698434054851532, + 0.07929699867963791, + 0.07911541312932968, + 0.12253338098526001, + 0.06224128603935242, + 0.1932503581047058, + 0.0960383340716362 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.038097988814115524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_tensor([587, 587])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_tensor([587, 587])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..47ec0e13688bb54c95e3d39a56f467f57af02ccd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_tensor([587, 587])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Thrilling first-person camerawork plunges the viewer directly into the action, simulating a skier's high-speed descent. The camera, representing the skier's eyes, moves with dynamic instability, realistically shaking and tilting as they traverse a dense forest of snow-covered pine trees. At the bottom of the frame, the tips of vibrant red skis are intermittently visible as quick and decisive S-turns plunge into deep, untouched powder, sending crystalline snow spraying into the air and catching the light. Wearing black techno gloves, the skier grips the handles of his ski poles tightly, occasionally digging them into the snow for balance. The setting is a breathtaking winter wonderland; towering pine trees, their branches dusted with fresh snow, rush by in motion blur, creating a palpable sense of speed and danger. Low-angle winter sunlight filters brightly through the treetops, casting long, striking blue shadows across the pristine white landscape and creating dazzling moments of lens flare as the camera pans around. The overall vibe is one of pure adrenaline and focused excitement, conveyed through rapid movement, narrow obstacle avoidance, and a crisp, cool color palette of white, blue, and dark forest green.", + "seed": 16699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_587_seed_16699_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07268786877393722, + "vlm_logprob": -0.07268786877393722, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07268786877393722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0678020715713501 + ], + "opposite_logprob_tokens": [ + -2.8178019523620605 + ], + "logprob_reward": -0.0678020715713501, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0678020715713501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3955616056919098, + 0.13382786512374878, + 0.0597376748919487, + 0.0709097608923912, + 0.0661298930644989, + 0.048945214599370956, + 0.07913248240947723, + 0.062458768486976624, + 0.04703735187649727, + 0.036259375512599945 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0678020715713501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650213479995728 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650213479995728, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650213479995728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1867813616991043, + 0.18784473836421967, + 0.06920582801103592, + 0.10606411844491959, + 0.05870302394032478, + 0.09110940992832184, + 0.15786221623420715, + 0.07319112122058868, + 0.04070168733596802, + 0.02853654883801937 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.008650213479995728 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558312118053436 + ], + "opposite_logprob_tokens": [ + -1.6005830764770508 + ], + "logprob_reward": -0.22558312118053436, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558312118053436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15693804621696472, + 0.4357524514198303, + 0.09457772970199585, + 0.03155443072319031, + 0.04303775727748871, + 0.04363800585269928, + 0.07676313817501068, + 0.04820593073964119, + 0.030989035964012146, + 0.03854340687394142 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22558312118053436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812552988529205 + ], + "opposite_logprob_tokens": [ + -3.288125514984131 + ], + "logprob_reward": -0.03812552988529205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812552988529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13477270305156708, + 0.3279171586036682, + 0.032213352620601654, + 0.08961086720228195, + 0.04288829490542412, + 0.04525114968419075, + 0.05556679517030716, + 0.06916718930006027, + 0.08708254992961884, + 0.11552997678518295 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03812552988529205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278407752513885 + ], + "opposite_logprob_tokens": [ + -3.7732784748077393 + ], + "logprob_reward": -0.023278407752513885, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278407752513885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19360604882240295, + 0.12363084405660629, + 0.08957269042730331, + 0.05397998169064522, + 0.18885548412799835, + 0.08524350821971893, + 0.0894436463713646, + 0.11817115545272827, + 0.027819272130727768, + 0.029677411541342735 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023278407752513885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Thrilling first-person camerawork plunges the viewer directly into the action, simulating a skier's high-speed descent. The camera, representing the skier's eyes, moves with dynamic instability, realistically shaking and tilting as they traverse a dense forest of snow-covered pine trees. At the bottom of the frame, the tips of vibrant red skis are intermittently visible as quick and decisive S-turns plunge into deep, untouched powder, sending crystalline snow spraying into the air and catching the light. Wearing black techno gloves, the skier grips the handles of his ski poles tightly, occasionally digging them into the snow for balance. The setting is a breathtaking winter wonderland; towering pine trees, their branches dusted with fresh snow, rush by in motion blur, creating a palpable sense of speed and danger. Low-angle winter sunlight filters brightly through the treetops, casting long, striking blue shadows across the pristine white landscape and creating dazzling moments of lens flare as the camera pans around. The overall vibe is one of pure adrenaline and focused excitement, conveyed through rapid movement, narrow obstacle avoidance, and a crisp, cool color palette of white, blue, and dark forest green.", + "seed": 16700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_587_seed_16700_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.053923141211271286, + "vlm_logprob": -0.053923141211271286, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.053923141211271286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02198304608464241 + ], + "opposite_logprob_tokens": [ + -4.1469831466674805 + ], + "logprob_reward": -0.02198304608464241, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02198304608464241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19147509336471558, + 0.054847508668899536, + 0.03436415642499924, + 0.09750159829854965, + 0.07941856235265732, + 0.2261359989643097, + 0.06520446389913559, + 0.1211996078491211, + 0.05051190033555031, + 0.07934106141328812 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.02198304608464241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14032188057899475, + 0.09014058113098145, + 0.05690653994679451, + 0.14393502473831177, + 0.09718748182058334, + 0.0906849130988121, + 0.07082100212574005, + 0.08701689541339874, + 0.03267408162355423, + 0.19031159579753876 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281678199768066 + ], + "opposite_logprob_tokens": [ + -2.0178167819976807 + ], + "logprob_reward": -0.14281678199768066, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281678199768066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1006026417016983, + 0.045097898691892624, + 0.13577690720558167, + 0.3459751605987549, + 0.03921714425086975, + 0.03785700350999832, + 0.029881766065955162, + 0.14890721440315247, + 0.018470171838998795, + 0.09821416437625885 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.14281678199768066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003526389598846 + ], + "opposite_logprob_tokens": [ + -2.695035219192505 + ], + "logprob_reward": -0.07003526389598846, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003526389598846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10125291347503662, + 0.04967283830046654, + 0.11394158005714417, + 0.23049437999725342, + 0.08950388431549072, + 0.14542648196220398, + 0.06264646351337433, + 0.10042573511600494, + 0.03695354983210564, + 0.06968224048614502 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.07003526389598846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057168073952198 + ], + "opposite_logprob_tokens": [ + -3.895571708679199 + ], + "logprob_reward": -0.02057168073952198, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057168073952198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22471654415130615, + 0.08548737317323685, + 0.05906691029667854, + 0.05488727614283562, + 0.10543788969516754, + 0.18904931843280792, + 0.08739615231752396, + 0.06019747629761696, + 0.053936198353767395, + 0.07982493937015533 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02057168073952198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Thrilling first-person camerawork plunges the viewer directly into the action, simulating a skier's high-speed descent. The camera, representing the skier's eyes, moves with dynamic instability, realistically shaking and tilting as they traverse a dense forest of snow-covered pine trees. At the bottom of the frame, the tips of vibrant red skis are intermittently visible as quick and decisive S-turns plunge into deep, untouched powder, sending crystalline snow spraying into the air and catching the light. Wearing black techno gloves, the skier grips the handles of his ski poles tightly, occasionally digging them into the snow for balance. The setting is a breathtaking winter wonderland; towering pine trees, their branches dusted with fresh snow, rush by in motion blur, creating a palpable sense of speed and danger. Low-angle winter sunlight filters brightly through the treetops, casting long, striking blue shadows across the pristine white landscape and creating dazzling moments of lens flare as the camera pans around. The overall vibe is one of pure adrenaline and focused excitement, conveyed through rapid movement, narrow obstacle avoidance, and a crisp, cool color palette of white, blue, and dark forest green.", + "seed": 16701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_587_seed_16701_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04371321424841881, + "vlm_logprob": -0.04371321424841881, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.04371321424841881, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053782157599925995 + ], + "opposite_logprob_tokens": [ + -3.0537822246551514 + ], + "logprob_reward": -0.053782157599925995, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.053782157599925995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12297464162111282, + 0.10745839774608612, + 0.14440758526325226, + 0.04689458757638931, + 0.0642799660563469, + 0.04071137309074402, + 0.08506742864847183, + 0.14528493583202362, + 0.1283363699913025, + 0.11458466202020645 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.053782157599925995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301467299461365 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301467299461365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301467299461365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29399245977401733, + 0.024886691942811012, + 0.1435312032699585, + 0.06392356008291245, + 0.05665259435772896, + 0.08516588062047958, + 0.05990288034081459, + 0.11437689512968063, + 0.07211358845233917, + 0.08545426279306412 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023301467299461365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294278502464294 + ], + "opposite_logprob_tokens": [ + -2.237942695617676 + ], + "logprob_reward": -0.11294278502464294, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294278502464294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29430583119392395, + 0.03959295153617859, + 0.08726662397384644, + 0.03299542888998985, + 0.0633159726858139, + 0.034879013895988464, + 0.019341012462973595, + 0.0404139906167984, + 0.06292250007390976, + 0.3249666690826416 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.11294278502464294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526067242026329 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.00526067242026329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526067242026329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514512240886688, + 0.22590872645378113, + 0.063462994992733, + 0.04808184877038002, + 0.05317245423793793, + 0.07247515767812729, + 0.06745928525924683, + 0.16600367426872253, + 0.08639774471521378, + 0.09189298003911972 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00526067242026329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278988897800446 + ], + "opposite_logprob_tokens": [ + -3.7732789516448975 + ], + "logprob_reward": -0.023278988897800446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278988897800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19309347867965698, + 0.12264923006296158, + 0.10037018358707428, + 0.025884263217449188, + 0.07004150003194809, + 0.21143518388271332, + 0.1008625328540802, + 0.07896263152360916, + 0.04466975852847099, + 0.05203118920326233 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.023278988897800446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Thrilling first-person camerawork plunges the viewer directly into the action, simulating a skier's high-speed descent. The camera, representing the skier's eyes, moves with dynamic instability, realistically shaking and tilting as they traverse a dense forest of snow-covered pine trees. At the bottom of the frame, the tips of vibrant red skis are intermittently visible as quick and decisive S-turns plunge into deep, untouched powder, sending crystalline snow spraying into the air and catching the light. Wearing black techno gloves, the skier grips the handles of his ski poles tightly, occasionally digging them into the snow for balance. The setting is a breathtaking winter wonderland; towering pine trees, their branches dusted with fresh snow, rush by in motion blur, creating a palpable sense of speed and danger. Low-angle winter sunlight filters brightly through the treetops, casting long, striking blue shadows across the pristine white landscape and creating dazzling moments of lens flare as the camera pans around. The overall vibe is one of pure adrenaline and focused excitement, conveyed through rapid movement, narrow obstacle avoidance, and a crisp, cool color palette of white, blue, and dark forest green.", + "seed": 16702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_13/index_587_seed_16702_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042449960671365264, + "vlm_logprob": -0.042449960671365264, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.042449960671365264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06086267530918121 + ], + "opposite_logprob_tokens": [ + -3.0608627796173096 + ], + "logprob_reward": -0.06086267530918121, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06086267530918121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06648829579353333, + 0.06566940993070602, + 0.09251856803894043, + 0.12493540346622467, + 0.17841047048568726, + 0.31317511200904846, + 0.05996900051832199, + 0.04536869749426842, + 0.02399163693189621, + 0.029473397880792618 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.06086267530918121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721037209033966 + ], + "opposite_logprob_tokens": [ + -3.4087209701538086 + ], + "logprob_reward": -0.033721037209033966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721037209033966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061564937233924866, + 0.0671481117606163, + 0.03556463494896889, + 0.10478202998638153, + 0.1636362224817276, + 0.18115606904029846, + 0.09130728989839554, + 0.21760328114032745, + 0.03756948560476303, + 0.039667971432209015 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.033721037209033966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890498235821724 + ], + "opposite_logprob_tokens": [ + -2.464049816131592 + ], + "logprob_reward": -0.0890498235821724, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890498235821724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08238425850868225, + 0.12151387333869934, + 0.03549892455339432, + 0.17445966601371765, + 0.16306854784488678, + 0.31066256761550903, + 0.017543302848935127, + 0.03547624126076698, + 0.03321635723114014, + 0.026176251471042633 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.0890498235821724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082562506198883 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082562506198883, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082562506198883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16289150714874268, + 0.09892459213733673, + 0.07242476940155029, + 0.09211316704750061, + 0.07188048958778381, + 0.2842784821987152, + 0.03402568772435188, + 0.07289090007543564, + 0.07941476255655289, + 0.03115563839673996 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.016082562506198883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective simulating the skier's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tips of vibrant red skis visible at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are black techno gloves gripping ski poles visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera exhibit dynamic instability with realistic shaking and tilting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a dense forest of snow-covered pine trees with low-angle sunlight casting blue shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533704750239849 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533704750239849, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533704750239849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1954132318496704, + 0.052806369960308075, + 0.10376760363578796, + 0.03436838835477829, + 0.16012704372406006, + 0.11125641316175461, + 0.04108623042702675, + 0.10955475270748138, + 0.1265779733657837, + 0.06504194438457489 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.012533704750239849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_tensor([6642, 6642])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_tensor([6642, 6642])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..63b5cb449a1c9f96cd925446b6ef8c3b5d966b04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_tensor([6642, 6642])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The sequence begins with a beautifully composed wide shot, slowly zooming in on a stylized 3D globe of the North Pole, all rendered in vibrant 3D Disney Pixar style. A warm, golden band of light magically carves itself into the deep blue, smooth surface of the ocean, charting a path to a busy, colorful harbor. The harbor itself is a whimsical cluster of brightly colored Scandinavian-style buildings with steeply pitched roofs and windows emitting a warm, inviting light. At the dock, a small, cheerful icebreaker begins its journey, its sturdy, bright red hull and a friendly, rounded bow revealing a smiling face and a small funnel emitting soft clouds of white smoke. The camera then shifts to a dynamic medium tracking shot, following the boat as it merrily navigates along the glowing path, its hull creating soft, playful ripples in the water. It deftly navigates between a series of massive, friendly-looking icebergs, whose surfaces are not sharp but softly rounded and crystalline, capturing the cool aurora borealis in a way that makes them appear to smile. The final shot, a majestic low-angle wide shot from behind the ship, captures the small red boat as it steadily sails into the night, its petite form heroically silhouetted against the breathtaking spectacle of the magical swirling Aurora Borealis, the entire sky filled with a celestial ballet of shimmering green, purple and pink ribbons, creating an atmosphere of pure wonder and heartwarming adventure.", + "seed": 2352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_6642_seed_2352_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010119976988062263, + "vlm_logprob": -0.010119976988062263, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.010119976988062263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0043343412689864635 + ], + "opposite_logprob_tokens": [ + -6.504334449768066 + ], + "logprob_reward": -0.0043343412689864635, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0043343412689864635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16390277445316315, + 0.2002571076154709, + 0.075833261013031, + 0.08029397577047348, + 0.07954976707696915, + 0.04800039902329445, + 0.09193729609251022, + 0.06529660522937775, + 0.07264142483472824, + 0.12228736281394958 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0043343412689864635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811439871788025 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.03811439871788025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811439871788025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3436376750469208, + 0.08061585575342178, + 0.050842322409152985, + 0.062287185341119766, + 0.10627585649490356, + 0.05971456319093704, + 0.13278385996818542, + 0.0519312359392643, + 0.029385533183813095, + 0.08252588659524918 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.03811439871788025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009245174005627632 + ], + "opposite_logprob_tokens": [ + -7.000924587249756 + ], + "logprob_reward": -0.0009245174005627632, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009245174005627632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25363990664482117, + 0.14321047067642212, + 0.06955195218324661, + 0.07453886419534683, + 0.09744937717914581, + 0.033531513065099716, + 0.07776514440774918, + 0.05863647162914276, + 0.08944135159254074, + 0.10223490744829178 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0009245174005627632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09392134100198746, + 0.12451200187206268, + 0.05711730942130089, + 0.13183674216270447, + 0.09792320430278778, + 0.05333193764090538, + 0.2827010154724121, + 0.04572904482483864, + 0.04730471968650818, + 0.06562266498804092 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.0036149173974990845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036117101553827524 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036117101553827524, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036117101553827524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12311843782663345, + 0.06631101667881012, + 0.033009644597768784, + 0.03793470934033394, + 0.029429562389850616, + 0.02536189742386341, + 0.05270357429981232, + 0.0866682231426239, + 0.06403473019599915, + 0.48142826557159424 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0036117101553827524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The sequence begins with a beautifully composed wide shot, slowly zooming in on a stylized 3D globe of the North Pole, all rendered in vibrant 3D Disney Pixar style. A warm, golden band of light magically carves itself into the deep blue, smooth surface of the ocean, charting a path to a busy, colorful harbor. The harbor itself is a whimsical cluster of brightly colored Scandinavian-style buildings with steeply pitched roofs and windows emitting a warm, inviting light. At the dock, a small, cheerful icebreaker begins its journey, its sturdy, bright red hull and a friendly, rounded bow revealing a smiling face and a small funnel emitting soft clouds of white smoke. The camera then shifts to a dynamic medium tracking shot, following the boat as it merrily navigates along the glowing path, its hull creating soft, playful ripples in the water. It deftly navigates between a series of massive, friendly-looking icebergs, whose surfaces are not sharp but softly rounded and crystalline, capturing the cool aurora borealis in a way that makes them appear to smile. The final shot, a majestic low-angle wide shot from behind the ship, captures the small red boat as it steadily sails into the night, its petite form heroically silhouetted against the breathtaking spectacle of the magical swirling Aurora Borealis, the entire sky filled with a celestial ballet of shimmering green, purple and pink ribbons, creating an atmosphere of pure wonder and heartwarming adventure.", + "seed": 2353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_6642_seed_2353_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00926401630276814, + "vlm_logprob": -0.00926401630276814, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.00926401630276814, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031198421493172646 + ], + "opposite_logprob_tokens": [ + -7.003119945526123 + ], + "logprob_reward": -0.0031198421493172646, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0031198421493172646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2871365547180176, + 0.08848275989294052, + 0.0763653814792633, + 0.13105612993240356, + 0.09700706601142883, + 0.05963417515158653, + 0.06061669439077377, + 0.04365278780460358, + 0.08419134467840195, + 0.07185707241296768 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0031198421493172646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181988924741745 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.0181988924741745, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181988924741745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30878323316574097, + 0.06854058057069778, + 0.13406087458133698, + 0.048149384558200836, + 0.04307979345321655, + 0.05472511425614357, + 0.1695290207862854, + 0.0368698351085186, + 0.08234073966741562, + 0.05392139405012131 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0181988924741745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008183944155462086 + ], + "opposite_logprob_tokens": [ + -7.125818252563477 + ], + "logprob_reward": -0.0008183944155462086, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008183944155462086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12380798161029816, + 0.07267038524150848, + 0.06327098608016968, + 0.06397257000207901, + 0.0810982882976532, + 0.05181829631328583, + 0.19955873489379883, + 0.0819762721657753, + 0.20938663184642792, + 0.05243992432951927 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0008183944155462086 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036134920082986355 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.0036134920082986355, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036134920082986355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09057294577360153, + 0.08370204269886017, + 0.06528551131486893, + 0.04242068901658058, + 0.05286452919244766, + 0.06880095601081848, + 0.09676861763000488, + 0.09082989394664764, + 0.34651777148246765, + 0.062237076461315155 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.0036134920082986355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569460466504097 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.020569460466504097, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569460466504097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10394640266895294, + 0.10961448401212692, + 0.116924948990345, + 0.0662560909986496, + 0.05655007064342499, + 0.05785292759537697, + 0.10773207247257233, + 0.1184898391366005, + 0.1363397091627121, + 0.12629343569278717 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.020569460466504097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The sequence begins with a beautifully composed wide shot, slowly zooming in on a stylized 3D globe of the North Pole, all rendered in vibrant 3D Disney Pixar style. A warm, golden band of light magically carves itself into the deep blue, smooth surface of the ocean, charting a path to a busy, colorful harbor. The harbor itself is a whimsical cluster of brightly colored Scandinavian-style buildings with steeply pitched roofs and windows emitting a warm, inviting light. At the dock, a small, cheerful icebreaker begins its journey, its sturdy, bright red hull and a friendly, rounded bow revealing a smiling face and a small funnel emitting soft clouds of white smoke. The camera then shifts to a dynamic medium tracking shot, following the boat as it merrily navigates along the glowing path, its hull creating soft, playful ripples in the water. It deftly navigates between a series of massive, friendly-looking icebergs, whose surfaces are not sharp but softly rounded and crystalline, capturing the cool aurora borealis in a way that makes them appear to smile. The final shot, a majestic low-angle wide shot from behind the ship, captures the small red boat as it steadily sails into the night, its petite form heroically silhouetted against the breathtaking spectacle of the magical swirling Aurora Borealis, the entire sky filled with a celestial ballet of shimmering green, purple and pink ribbons, creating an atmosphere of pure wonder and heartwarming adventure.", + "seed": 2354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_6642_seed_2354_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016755360597744583, + "vlm_logprob": -0.016755360597744583, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.016755360597744583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010352719575166702 + ], + "opposite_logprob_tokens": [ + -5.010352611541748 + ], + "logprob_reward": -0.010352719575166702, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.010352719575166702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12387499958276749, + 0.15866105258464813, + 0.07466432452201843, + 0.05729695037007332, + 0.13893193006515503, + 0.19124391674995422, + 0.07264681160449982, + 0.060051653534173965, + 0.06825631111860275, + 0.05437206104397774 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.010352719575166702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496230721473694 + ], + "opposite_logprob_tokens": [ + -2.929962396621704 + ], + "logprob_reward": -0.05496230721473694, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496230721473694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17129860818386078, + 0.09416164457798004, + 0.06661126017570496, + 0.0709555372595787, + 0.0566580668091774, + 0.0971325933933258, + 0.07170066982507706, + 0.12852677702903748, + 0.17447277903556824, + 0.06848211586475372 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.05496230721473694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002202943665906787 + ], + "opposite_logprob_tokens": [ + -6.127202987670898 + ], + "logprob_reward": -0.002202943665906787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002202943665906787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150837704539299, + 0.07775203883647919, + 0.07980909943580627, + 0.12975294888019562, + 0.16404065489768982, + 0.0591595359146595, + 0.046605098992586136, + 0.13274763524532318, + 0.09468193352222443, + 0.06461332738399506 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.002202943665906787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11642074584960938, + 0.20028655230998993, + 0.07450008392333984, + 0.08234503865242004, + 0.0626232698559761, + 0.14653238654136658, + 0.0554053820669651, + 0.05162021517753601, + 0.12139280140399933, + 0.08887346088886261 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.007626228500157595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632604032754898 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632604032754898, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632604032754898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15589278936386108, + 0.12159087508916855, + 0.053045853972435, + 0.03683400899171829, + 0.06705856323242188, + 0.03696699067950249, + 0.037970203906297684, + 0.13768842816352844, + 0.18895837664604187, + 0.1639939844608307 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008632604032754898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The sequence begins with a beautifully composed wide shot, slowly zooming in on a stylized 3D globe of the North Pole, all rendered in vibrant 3D Disney Pixar style. A warm, golden band of light magically carves itself into the deep blue, smooth surface of the ocean, charting a path to a busy, colorful harbor. The harbor itself is a whimsical cluster of brightly colored Scandinavian-style buildings with steeply pitched roofs and windows emitting a warm, inviting light. At the dock, a small, cheerful icebreaker begins its journey, its sturdy, bright red hull and a friendly, rounded bow revealing a smiling face and a small funnel emitting soft clouds of white smoke. The camera then shifts to a dynamic medium tracking shot, following the boat as it merrily navigates along the glowing path, its hull creating soft, playful ripples in the water. It deftly navigates between a series of massive, friendly-looking icebergs, whose surfaces are not sharp but softly rounded and crystalline, capturing the cool aurora borealis in a way that makes them appear to smile. The final shot, a majestic low-angle wide shot from behind the ship, captures the small red boat as it steadily sails into the night, its petite form heroically silhouetted against the breathtaking spectacle of the magical swirling Aurora Borealis, the entire sky filled with a celestial ballet of shimmering green, purple and pink ribbons, creating an atmosphere of pure wonder and heartwarming adventure.", + "seed": 2355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_14/index_6642_seed_2355_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007000699732452631, + "vlm_logprob": -0.007000699732452631, + "vlm_yes_no_margin": 5.75, + "vlm_token_credit": -0.007000699732452631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004535506945103407 + ], + "opposite_logprob_tokens": [ + -7.004535675048828 + ], + "logprob_reward": -0.004535506945103407, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.004535506945103407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1502392441034317, + 0.08293624967336655, + 0.05841574817895889, + 0.0645499899983406, + 0.1825343370437622, + 0.07089719921350479, + 0.04849784076213837, + 0.19416768848896027, + 0.026633836328983307, + 0.12112786620855331 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.004535506945103407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652222342789173 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.008652222342789173, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652222342789173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17857672274112701, + 0.05909592658281326, + 0.055931396782398224, + 0.04760860651731491, + 0.3964337110519409, + 0.06227752938866615, + 0.0512559749186039, + 0.03509153053164482, + 0.01870431937277317, + 0.09502425789833069 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.008652222342789173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005013877525925636 + ], + "opposite_logprob_tokens": [ + -7.6255011558532715 + ], + "logprob_reward": -0.0005013877525925636, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005013877525925636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05122632905840874, + 0.03220934048295021, + 0.045204609632492065, + 0.03293382376432419, + 0.5220766663551331, + 0.09554603695869446, + 0.05224735289812088, + 0.07055430114269257, + 0.03169645369052887, + 0.06630515307188034 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0005013877525925636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250236950814724 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250236950814724, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250236950814724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10761235654354095, + 0.07184932380914688, + 0.06876517087221146, + 0.05937812849879265, + 0.21815747022628784, + 0.03800780326128006, + 0.08897683024406433, + 0.11949802935123444, + 0.0923469290137291, + 0.1354079246520996 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.005250236950814724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stylized 3D Disney Pixar style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a wide shot that slowly zooms in on a stylized 3D globe of the North Pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a small, cheerful icebreaker with a bright red hull and a smiling face on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a dynamic medium tracking shot following the boat as it navigates between massive, friendly-looking icebergs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final shot show a low-angle wide view from behind the ship, silhouetted against a sky filled with shimmering green, purple, and pink Aurora Borealis ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064144670963287 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064144670963287, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064144670963287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11555945873260498, + 0.04934117943048477, + 0.037024930119514465, + 0.03557508438825607, + 0.09438298642635345, + 0.06380387395620346, + 0.03564145416021347, + 0.06904001533985138, + 0.06989334523677826, + 0.4297376275062561 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.016064144670963287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_tensor([9841, 9841])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_tensor([9841, 9841])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e85364a5f9be455a4607616b813811a155ece5fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_tensor([9841, 9841])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion medium shot transports us deep into a dense and tranquil bamboo forest. Soft afternoon sunlight filters through the gaps between the towering, emerald green bamboo leaves, casting dappled, flowing shadows on the ground and on a woman dressed in elegant traditional Chinese clothing. Her cascading, jet-black hair is loosely tied back with a delicate white jade hairpin. She wears a moon-white silk, cross-collared kimono, with wide cuffs embroidered with pale blue orchid patterns, creating a refined and elegant look. At first, she turns her back to the camera, as if gazing at a corner of the forest. Then, as if startled by an unexpected sound, she turns her head with incredibly slow and graceful movements. Her body shifts gracefully, the silk skirt ripples softly, and a few unbound strands of hair carve graceful arcs in the air. As her delicate, oval face turns fully toward the camera, her clear, almond-shaped eyes widen slightly in surprise, her pupils dilating instantly. Her rosy lips part slightly, as if a silent exclamation frozen in time. The entire picture is dominated by tranquil green and pure white, and through this moment full of dramatic tension, it creates a story atmosphere of classical beauty and suspense.", + "seed": 6828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_9841_seed_6828_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026737889973446727, + "vlm_logprob": -0.026737889973446727, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.026737889973446727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007562579121440649 + ], + "opposite_logprob_tokens": [ + -5.007562637329102 + ], + "logprob_reward": -0.007562579121440649, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007562579121440649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13125662505626678, + 0.06115959584712982, + 0.22164922952651978, + 0.03061719425022602, + 0.04463808611035347, + 0.029639791697263718, + 0.372987300157547, + 0.03498564660549164, + 0.03346466273069382, + 0.03960184007883072 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.007562579121440649 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499142035841942 + ], + "opposite_logprob_tokens": [ + -2.9299914836883545 + ], + "logprob_reward": -0.05499142035841942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499142035841942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1508161425590515, + 0.055720556527376175, + 0.24663937091827393, + 0.057848721742630005, + 0.1282438039779663, + 0.06258514523506165, + 0.12461700290441513, + 0.0376780703663826, + 0.04891360551118851, + 0.08693760633468628 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.05499142035841942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545830570161343 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545830570161343, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545830570161343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38111039996147156, + 0.07351706176996231, + 0.13752245903015137, + 0.03510444983839989, + 0.04319612681865692, + 0.05636836960911751, + 0.12256377935409546, + 0.05112825706601143, + 0.056145042181015015, + 0.043344076722860336 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012545830570161343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20475345849990845, + 0.052665404975414276, + 0.19465230405330658, + 0.06617818772792816, + 0.03948292136192322, + 0.05094350501894951, + 0.13024935126304626, + 0.053576625883579254, + 0.154922753572464, + 0.05257548391819 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054975058883428574 + ], + "opposite_logprob_tokens": [ + -2.9299750328063965 + ], + "logprob_reward": -0.054975058883428574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054975058883428574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22423270344734192, + 0.06316766887903214, + 0.2843632400035858, + 0.03393770381808281, + 0.06067356467247009, + 0.05541890859603882, + 0.0673033595085144, + 0.05082045495510101, + 0.1304505467414856, + 0.02963188663125038 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.054975058883428574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot transports us deep into a dense and tranquil bamboo forest. Soft afternoon sunlight filters through the gaps between the towering, emerald green bamboo leaves, casting dappled, flowing shadows on the ground and on a woman dressed in elegant traditional Chinese clothing. Her cascading, jet-black hair is loosely tied back with a delicate white jade hairpin. She wears a moon-white silk, cross-collared kimono, with wide cuffs embroidered with pale blue orchid patterns, creating a refined and elegant look. At first, she turns her back to the camera, as if gazing at a corner of the forest. Then, as if startled by an unexpected sound, she turns her head with incredibly slow and graceful movements. Her body shifts gracefully, the silk skirt ripples softly, and a few unbound strands of hair carve graceful arcs in the air. As her delicate, oval face turns fully toward the camera, her clear, almond-shaped eyes widen slightly in surprise, her pupils dilating instantly. Her rosy lips part slightly, as if a silent exclamation frozen in time. The entire picture is dominated by tranquil green and pure white, and through this moment full of dramatic tension, it creates a story atmosphere of classical beauty and suspense.", + "seed": 6829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_9841_seed_6829_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016208994248881937, + "vlm_logprob": -0.016208994248881937, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.016208994248881937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012270438484847546 + ], + "opposite_logprob_tokens": [ + -4.512270450592041 + ], + "logprob_reward": -0.012270438484847546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012270438484847546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23417280614376068, + 0.11835730820894241, + 0.06978277117013931, + 0.058428358286619186, + 0.060755226761102676, + 0.039117712527513504, + 0.11539679765701294, + 0.1070314422249794, + 0.09338763356208801, + 0.10356994718313217 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012270438484847546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817529022693634 + ], + "opposite_logprob_tokens": [ + -3.529817581176758 + ], + "logprob_reward": -0.029817529022693634, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817529022693634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1745511144399643, + 0.14362825453281403, + 0.06129378080368042, + 0.08639632165431976, + 0.18328268826007843, + 0.0641043558716774, + 0.08065472543239594, + 0.0421503409743309, + 0.11546341329813004, + 0.0484750010073185 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.029817529022693634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.137303426861763, + 0.10250528901815414, + 0.14575441181659698, + 0.07659903168678284, + 0.16455039381980896, + 0.06965658813714981, + 0.0996052697300911, + 0.10733490437269211, + 0.059581458568573, + 0.03710923343896866 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028191369492560625 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028191369492560625, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028191369492560625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16104918718338013, + 0.23608197271823883, + 0.04554726555943489, + 0.17717675864696503, + 0.06403492391109467, + 0.10628272593021393, + 0.04808872193098068, + 0.07145167142152786, + 0.03760195150971413, + 0.05268481746315956 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0028191369492560625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635362558066845 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.02635362558066845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635362558066845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22077089548110962, + 0.08374828100204468, + 0.04875948280096054, + 0.06118125468492508, + 0.14349789917469025, + 0.05231431499123573, + 0.06962896138429642, + 0.07212191075086594, + 0.21450252830982208, + 0.03347446396946907 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.02635362558066845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot transports us deep into a dense and tranquil bamboo forest. Soft afternoon sunlight filters through the gaps between the towering, emerald green bamboo leaves, casting dappled, flowing shadows on the ground and on a woman dressed in elegant traditional Chinese clothing. Her cascading, jet-black hair is loosely tied back with a delicate white jade hairpin. She wears a moon-white silk, cross-collared kimono, with wide cuffs embroidered with pale blue orchid patterns, creating a refined and elegant look. At first, she turns her back to the camera, as if gazing at a corner of the forest. Then, as if startled by an unexpected sound, she turns her head with incredibly slow and graceful movements. Her body shifts gracefully, the silk skirt ripples softly, and a few unbound strands of hair carve graceful arcs in the air. As her delicate, oval face turns fully toward the camera, her clear, almond-shaped eyes widen slightly in surprise, her pupils dilating instantly. Her rosy lips part slightly, as if a silent exclamation frozen in time. The entire picture is dominated by tranquil green and pure white, and through this moment full of dramatic tension, it creates a story atmosphere of classical beauty and suspense.", + "seed": 6830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_9841_seed_6830_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01949874609708786, + "vlm_logprob": -0.01949874609708786, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.01949874609708786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005828053690493107 + ], + "opposite_logprob_tokens": [ + -5.380827903747559 + ], + "logprob_reward": -0.005828053690493107, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005828053690493107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22000360488891602, + 0.11411340534687042, + 0.03739132359623909, + 0.25748682022094727, + 0.07418709993362427, + 0.04835626110434532, + 0.06754370033740997, + 0.08698514848947525, + 0.06718676537275314, + 0.026745950803160667 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005828053690493107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309285804629326 + ], + "opposite_logprob_tokens": [ + -3.168092966079712 + ], + "logprob_reward": -0.04309285804629326, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309285804629326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43343785405158997, + 0.05783303081989288, + 0.02683221362531185, + 0.06607464700937271, + 0.09610477834939957, + 0.06249968707561493, + 0.03354356810450554, + 0.1016865149140358, + 0.054085321724414825, + 0.06790236383676529 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.04309285804629326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300884291529655 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300884291529655, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300884291529655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12641753256320953, + 0.02398093231022358, + 0.0214727520942688, + 0.7178035378456116, + 0.015148874372243881, + 0.01270457822829485, + 0.008455541916191578, + 0.02494291588664055, + 0.023001406341791153, + 0.02607189491391182 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.023300884291529655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10593624413013458, + 0.049248047173023224, + 0.08717288821935654, + 0.22667540609836578, + 0.16478729248046875, + 0.06579256057739258, + 0.045157305896282196, + 0.06231788918375969, + 0.1009213849902153, + 0.09199102222919464 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.014193184673786163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2665407359600067, + 0.04361080750823021, + 0.033019814640283585, + 0.2368621975183487, + 0.05039171874523163, + 0.0791991651058197, + 0.15816593170166016, + 0.03633492439985275, + 0.0444987528026104, + 0.051375921815633774 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.011078749783337116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot transports us deep into a dense and tranquil bamboo forest. Soft afternoon sunlight filters through the gaps between the towering, emerald green bamboo leaves, casting dappled, flowing shadows on the ground and on a woman dressed in elegant traditional Chinese clothing. Her cascading, jet-black hair is loosely tied back with a delicate white jade hairpin. She wears a moon-white silk, cross-collared kimono, with wide cuffs embroidered with pale blue orchid patterns, creating a refined and elegant look. At first, she turns her back to the camera, as if gazing at a corner of the forest. Then, as if startled by an unexpected sound, she turns her head with incredibly slow and graceful movements. Her body shifts gracefully, the silk skirt ripples softly, and a few unbound strands of hair carve graceful arcs in the air. As her delicate, oval face turns fully toward the camera, her clear, almond-shaped eyes widen slightly in surprise, her pupils dilating instantly. Her rosy lips part slightly, as if a silent exclamation frozen in time. The entire picture is dominated by tranquil green and pure white, and through this moment full of dramatic tension, it creates a story atmosphere of classical beauty and suspense.", + "seed": 6831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_15/index_9841_seed_6831_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02198034734465182, + "vlm_logprob": -0.02198034734465182, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02198034734465182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010000718757510185 + ], + "opposite_logprob_tokens": [ + -4.760000705718994 + ], + "logprob_reward": -0.010000718757510185, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010000718757510185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15869057178497314, + 0.12253127247095108, + 0.14226080477237701, + 0.057232409715652466, + 0.05120886117219925, + 0.053388405591249466, + 0.16430781781673431, + 0.1021924689412117, + 0.09958124160766602, + 0.048606086522340775 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.010000718757510185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869803786277771 + ], + "opposite_logprob_tokens": [ + -3.0486979484558105 + ], + "logprob_reward": -0.04869803786277771, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869803786277771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05664883926510811, + 0.06381389498710632, + 0.08071666955947876, + 0.059644944965839386, + 0.03225882723927498, + 0.05707374960184097, + 0.20133908092975616, + 0.04922366142272949, + 0.08087736368179321, + 0.3184029459953308 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.04869803786277771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198776990175247 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.018198776990175247, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198776990175247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24283263087272644, + 0.06850142031908035, + 0.16850367188453674, + 0.10938955843448639, + 0.053929172456264496, + 0.1062995120882988, + 0.04772619903087616, + 0.04937677085399628, + 0.07373214513063431, + 0.07970892637968063 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018198776990175247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031928059179335833 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031928059179335833, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031928059179335833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0816352441906929, + 0.1292867809534073, + 0.12114065885543823, + 0.10461737215518951, + 0.04745647311210632, + 0.05157935246825218, + 0.09489454329013824, + 0.08753713220357895, + 0.18021754920482635, + 0.1016349121928215 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.0031928059179335833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense bamboo forest with emerald green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a moon-white silk cross-collared kimono with pale blue orchid embroidery on the cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have jet-black hair tied back with a delicate white jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman turn her head slowly from facing away to facing the camera, widening her eyes and parting her lips in surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in slow motion with soft afternoon sunlight casting dappled shadows on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811397194862366 + ], + "opposite_logprob_tokens": [ + -3.529811382293701 + ], + "logprob_reward": -0.029811397194862366, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811397194862366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14154283702373505, + 0.09666818380355835, + 0.16274386644363403, + 0.06790882349014282, + 0.024472340941429138, + 0.04442622885107994, + 0.23542357981204987, + 0.07609356194734573, + 0.046576131135225296, + 0.104144386947155 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.029811397194862366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_tensor([2519, 2519])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_tensor([2519, 2519])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d2ea17ef08d0887c1d5f1040f77deb3f133ff5d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_tensor([2519, 2519])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "As the camera gracefully descends, an earthworm is tracked in extreme close-up, rendered in ultra-slow motion. The subject is a perfect specimen: a dark brown, elongated achene pointing downward, from which radiates a delicate, spherical parachute composed of countless white poppy threads. The entire structure is backlit by the low, golden sunlight of late afternoon, giving the nearly translucent, feathery mane an ethereal aura. The seed spirals hypnotically downward, executing slow, majestic rotations as its parachute catches imperceptible air currents, making its descent through the air feel like a controlled balletic journey. In the background, the lush green lawn is rendered in a vibrant, soft, impressionistic blur due to the extremely shallow depth of field, ensuring that all focus is on the seed's intricate form. The warm tones and dreamlike quality of movement create an atmosphere of profound tranquility, peace, and contemplation, capturing a fleeting moment of natural wonder.", + "seed": 2818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_2519_seed_2818_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16668641347205265, + "vlm_logprob": -0.16668641347205265, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.16668641347205265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09031283855438232 + ], + "opposite_logprob_tokens": [ + -2.465312957763672 + ], + "logprob_reward": -0.09031283855438232, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09031283855438232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035130999982357025, + 0.026517653837800026, + 0.41585731506347656, + 0.055351000279188156, + 0.006028739269822836, + 0.020560095086693764, + 0.019614940509200096, + 0.3176957070827484, + 0.035378143191337585, + 0.06786544620990753 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.09031283855438232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693352460861206 + ], + "opposite_logprob_tokens": [ + -0.693352460861206 + ], + "logprob_reward": -0.693352460861206, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693352460861206, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.012161081656813622, + 0.007259899750351906, + 0.18123680353164673, + 0.02757858671247959, + 0.008674965240061283, + 0.023566320538520813, + 0.1733226776123047, + 0.16628196835517883, + 0.3462480306625366, + 0.05366969108581543 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.693352460861206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865194112062454 + ], + "opposite_logprob_tokens": [ + -3.048651933670044 + ], + "logprob_reward": -0.04865194112062454, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865194112062454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06905624270439148, + 0.017707176506519318, + 0.08531048893928528, + 0.026659246534109116, + 0.006995462812483311, + 0.054167501628398895, + 0.08229867368936539, + 0.5179482698440552, + 0.1236276626586914, + 0.016229351982474327 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.04865194112062454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030191155383363366 + ], + "opposite_logprob_tokens": [ + -8.1253023147583 + ], + "logprob_reward": -0.00030191155383363366, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030191155383363366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02844567410647869, + 0.008865785785019398, + 0.5861884951591492, + 0.07634759694337845, + 0.04219017177820206, + 0.02044721692800522, + 0.06485418230295181, + 0.053277332335710526, + 0.08143065869808197, + 0.037952929735183716 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.00030191155383363366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000812915270216763 + ], + "opposite_logprob_tokens": [ + -7.125813007354736 + ], + "logprob_reward": -0.000812915270216763, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000812915270216763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03597981482744217, + 0.021770620718598366, + 0.27167874574661255, + 0.10900364816188812, + 0.024999966844916344, + 0.17158064246177673, + 0.029811343178153038, + 0.2864166796207428, + 0.038628797978162766, + 0.010129688307642937 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.000812915270216763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera gracefully descends, an earthworm is tracked in extreme close-up, rendered in ultra-slow motion. The subject is a perfect specimen: a dark brown, elongated achene pointing downward, from which radiates a delicate, spherical parachute composed of countless white poppy threads. The entire structure is backlit by the low, golden sunlight of late afternoon, giving the nearly translucent, feathery mane an ethereal aura. The seed spirals hypnotically downward, executing slow, majestic rotations as its parachute catches imperceptible air currents, making its descent through the air feel like a controlled balletic journey. In the background, the lush green lawn is rendered in a vibrant, soft, impressionistic blur due to the extremely shallow depth of field, ensuring that all focus is on the seed's intricate form. The warm tones and dreamlike quality of movement create an atmosphere of profound tranquility, peace, and contemplation, capturing a fleeting moment of natural wonder.", + "seed": 2819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_2519_seed_2819_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.43687503759283575, + "vlm_logprob": -0.43687503759283575, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.43687503759283575, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20258618891239166 + ], + "opposite_logprob_tokens": [ + -1.7025861740112305 + ], + "logprob_reward": -0.20258618891239166, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20258618891239166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07800516486167908, + 0.6070281863212585, + 0.04211786016821861, + 0.053498588502407074, + 0.047892890870571136, + 0.060352012515068054, + 0.02661597914993763, + 0.05400056391954422, + 0.016120748594403267, + 0.01436799019575119 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.20258618891239166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103295803070068 + ], + "opposite_logprob_tokens": [ + -0.16032961010932922 + ], + "logprob_reward": -1.9103295803070068, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103295803070068, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0947478637099266, + 0.16160057485103607, + 0.08055485039949417, + 0.05171972140669823, + 0.16732613742351532, + 0.07522626966238022, + 0.08890482783317566, + 0.08579555153846741, + 0.09416521340608597, + 0.09995895624160767 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -1.9103295803070068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062093209475278854 + ], + "opposite_logprob_tokens": [ + -2.8120932579040527 + ], + "logprob_reward": -0.062093209475278854, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062093209475278854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10203225910663605, + 0.31586429476737976, + 0.06775052845478058, + 0.03416765481233597, + 0.07197604328393936, + 0.0661301389336586, + 0.07425437122583389, + 0.11283101886510849, + 0.07887354493141174, + 0.07612017542123795 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.062093209475278854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007213136414065957 + ], + "opposite_logprob_tokens": [ + -7.250721454620361 + ], + "logprob_reward": -0.0007213136414065957, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007213136414065957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19413872063159943, + 0.11014796793460846, + 0.10332710295915604, + 0.050568923354148865, + 0.10730632394552231, + 0.06345900148153305, + 0.05261903628706932, + 0.12155244499444962, + 0.055823031812906265, + 0.14105738699436188 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0007213136414065957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12307588756084442, + 0.2983590364456177, + 0.04312710836529732, + 0.04364766925573349, + 0.09284072369337082, + 0.02568972297012806, + 0.027376532554626465, + 0.10842288285493851, + 0.05826905742287636, + 0.17919127643108368 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.008644895628094673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera gracefully descends, an earthworm is tracked in extreme close-up, rendered in ultra-slow motion. The subject is a perfect specimen: a dark brown, elongated achene pointing downward, from which radiates a delicate, spherical parachute composed of countless white poppy threads. The entire structure is backlit by the low, golden sunlight of late afternoon, giving the nearly translucent, feathery mane an ethereal aura. The seed spirals hypnotically downward, executing slow, majestic rotations as its parachute catches imperceptible air currents, making its descent through the air feel like a controlled balletic journey. In the background, the lush green lawn is rendered in a vibrant, soft, impressionistic blur due to the extremely shallow depth of field, ensuring that all focus is on the seed's intricate form. The warm tones and dreamlike quality of movement create an atmosphere of profound tranquility, peace, and contemplation, capturing a fleeting moment of natural wonder.", + "seed": 2820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_2519_seed_2820_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.257516424584901, + "vlm_logprob": -0.257516424584901, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.257516424584901, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12790311872959137 + ], + "opposite_logprob_tokens": [ + -2.1279032230377197 + ], + "logprob_reward": -0.12790311872959137, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12790311872959137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14080744981765747, + 0.25068116188049316, + 0.07044277340173721, + 0.06896242499351501, + 0.10303426533937454, + 0.05925334617495537, + 0.0791858434677124, + 0.036965250968933105, + 0.14585953950881958, + 0.04480788856744766 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.12790311872959137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137036919593811 + ], + "opposite_logprob_tokens": [ + -0.38703688979148865 + ], + "logprob_reward": -1.137036919593811, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137036919593811, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05369681119918823, + 0.20515961945056915, + 0.07087152451276779, + 0.03390596807003021, + 0.0824885293841362, + 0.039272431284189224, + 0.16235831379890442, + 0.05922465771436691, + 0.2013207972049713, + 0.09170139580965042 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -1.137036919593811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820451207458973 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820451207458973, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820451207458973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11013240367174149, + 0.39157959818840027, + 0.026356421411037445, + 0.02601647935807705, + 0.08516857028007507, + 0.10860846936702728, + 0.1471942961215973, + 0.037080250680446625, + 0.042270392179489136, + 0.025593137368559837 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.01820451207458973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034195298212580383 + ], + "opposite_logprob_tokens": [ + -8.00034236907959 + ], + "logprob_reward": -0.00034195298212580383, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034195298212580383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1207452341914177, + 0.37333640456199646, + 0.06269177794456482, + 0.024917103350162506, + 0.12800046801567078, + 0.04429888352751732, + 0.09562242031097412, + 0.052835188806056976, + 0.04706590995192528, + 0.05048666521906853 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.00034195298212580383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27507904171943665, + 0.1345997005701065, + 0.11177720874547958, + 0.08551076054573059, + 0.09775692969560623, + 0.07779432833194733, + 0.10673388093709946, + 0.036433663219213486, + 0.04291820153594017, + 0.03139633312821388 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004095619544386864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera gracefully descends, an earthworm is tracked in extreme close-up, rendered in ultra-slow motion. The subject is a perfect specimen: a dark brown, elongated achene pointing downward, from which radiates a delicate, spherical parachute composed of countless white poppy threads. The entire structure is backlit by the low, golden sunlight of late afternoon, giving the nearly translucent, feathery mane an ethereal aura. The seed spirals hypnotically downward, executing slow, majestic rotations as its parachute catches imperceptible air currents, making its descent through the air feel like a controlled balletic journey. In the background, the lush green lawn is rendered in a vibrant, soft, impressionistic blur due to the extremely shallow depth of field, ensuring that all focus is on the seed's intricate form. The warm tones and dreamlike quality of movement create an atmosphere of profound tranquility, peace, and contemplation, capturing a fleeting moment of natural wonder.", + "seed": 2821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_2/index_2519_seed_2821_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3338213677983731, + "vlm_logprob": -0.3338213677983731, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.3338213677983731, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12863996624946594 + ], + "opposite_logprob_tokens": [ + -2.1286399364471436 + ], + "logprob_reward": -0.12863996624946594, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12863996624946594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06590605527162552, + 0.1439855843782425, + 0.13282622396945953, + 0.20725086331367493, + 0.16428856551647186, + 0.1300477385520935, + 0.017888911068439484, + 0.0349305085837841, + 0.06768450140953064, + 0.03519107773900032 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.12863996624946594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020813941955566 + ], + "opposite_logprob_tokens": [ + -0.2520814538002014 + ], + "logprob_reward": -1.5020813941955566, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020813941955566, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10827075690031052, + 0.025935444980859756, + 0.0543813556432724, + 0.063367560505867, + 0.387966126203537, + 0.0532333143055439, + 0.03619411960244179, + 0.07570067793130875, + 0.09411709755659103, + 0.10083355009555817 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -1.5020813941955566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721841871738434 + ], + "opposite_logprob_tokens": [ + -3.408721923828125 + ], + "logprob_reward": -0.033721841871738434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721841871738434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17074978351593018, + 0.12368040531873703, + 0.08571502566337585, + 0.08075308799743652, + 0.031329214572906494, + 0.06018449738621712, + 0.08267173171043396, + 0.06598810851573944, + 0.22720149159431458, + 0.07172666490077972 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.033721841871738434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010445620864629745 + ], + "opposite_logprob_tokens": [ + -6.876044750213623 + ], + "logprob_reward": -0.0010445620864629745, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010445620864629745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07144828140735626, + 0.059012364596128464, + 0.09959383308887482, + 0.19612450897693634, + 0.221721813082695, + 0.04847417026758194, + 0.02987382374703884, + 0.03429216891527176, + 0.11936070024967194, + 0.12009833008050919 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.0010445620864629745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown, elongated achene with a spherical parachute made of white poppy threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving in a descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video rendered in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush green lawn rendered with a soft, impressionistic blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the achene backlit by low, golden sunlight creating a nearly translucent, feathery appearance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07378475368022919, + 0.14562661945819855, + 0.09575700759887695, + 0.07481703907251358, + 0.26335763931274414, + 0.06487645953893661, + 0.024407587945461273, + 0.07748176902532578, + 0.0964738056063652, + 0.08341730386018753 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.0036190745886415243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_tensor([6359, 6359])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_tensor([6359, 6359])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af2866cae499974b175fbc962e4c5b18c79080fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_tensor([6359, 6359])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, clean, top-down shot provides a perfect bird's-eye view of a pair of vintage quad roller skates, motionless on a smooth, matte, charcoal-gray surface. The skates feature classic white leather boots, with a lovely hint of scuffing on the toes, and are tied with thick, vibrant red laces. Their seaweed-green polyurethane wheels remain completely still. Suddenly, a silent and magical transformation begins as intricate metallic flowers begin to sprout and bloom. From metal eyelets, threading through red laces, thin, polished silver tendrils gracefully emerge and curl upward. Simultaneously, similar metallic stems rise from the wheel's central axle nut, culminating in tightly coiled buds that methodically unfold. These flowers display delicate, filament-like petals composed of shimmering silver and warm copper, each flower's core comprised of an intricate arrangement of tiny, clockwork-like gears. The entire scene is bathed in a soft, even, and diffuse overhead light that eliminates harsh shadows and emphasizes the contrast between the soft texture of the leather, the vibrant pop of the laces, and the cool, reflective sheen of the metallic plants, creating an atmosphere of surreal wonder and quiet mechanical beauty.", + "seed": 23299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_6359_seed_23299_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17414034260436892, + "vlm_logprob": -0.17414034260436892, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.17414034260436892, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7621921896934509 + ], + "opposite_logprob_tokens": [ + -0.6371921896934509 + ], + "logprob_reward": -0.7621921896934509, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7621921896934509, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18284094333648682, + 0.0408841110765934, + 0.03558202460408211, + 0.02035934291779995, + 0.02238709107041359, + 0.1554659903049469, + 0.07420232892036438, + 0.07321041077375412, + 0.07746534794569016, + 0.3176024258136749 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.7621921896934509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610451698303223 + ], + "opposite_logprob_tokens": [ + -3.8956103324890137 + ], + "logprob_reward": -0.020610451698303223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610451698303223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12987250089645386, + 0.03910917416214943, + 0.017796233296394348, + 0.022278131917119026, + 0.03188248351216316, + 0.37097182869911194, + 0.03970795124769211, + 0.16461488604545593, + 0.09636782109737396, + 0.08739897608757019 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.020610451698303223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743175443261862 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006743175443261862, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743175443261862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11962340772151947, + 0.04698805510997772, + 0.03693776950240135, + 0.02476884424686432, + 0.0320899598300457, + 0.16880889236927032, + 0.07772267609834671, + 0.1456746757030487, + 0.08830225467681885, + 0.2590835392475128 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.006743175443261862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809603676199913 + ], + "opposite_logprob_tokens": [ + -3.2880959510803223 + ], + "logprob_reward": -0.03809603676199913, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809603676199913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14101934432983398, + 0.11069191992282867, + 0.11103160679340363, + 0.038750629872083664, + 0.03832971677184105, + 0.12144464999437332, + 0.11507800221443176, + 0.1061149463057518, + 0.08417126536369324, + 0.13336791098117828 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03809603676199913 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305985942482948 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305985942482948, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305985942482948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602981835603714, + 0.06542704999446869, + 0.05641946941614151, + 0.024073226377367973, + 0.06467986106872559, + 0.13528847694396973, + 0.10946603119373322, + 0.1239781603217125, + 0.18610849976539612, + 0.07426095753908157 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.04305985942482948 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, clean, top-down shot provides a perfect bird's-eye view of a pair of vintage quad roller skates, motionless on a smooth, matte, charcoal-gray surface. The skates feature classic white leather boots, with a lovely hint of scuffing on the toes, and are tied with thick, vibrant red laces. Their seaweed-green polyurethane wheels remain completely still. Suddenly, a silent and magical transformation begins as intricate metallic flowers begin to sprout and bloom. From metal eyelets, threading through red laces, thin, polished silver tendrils gracefully emerge and curl upward. Simultaneously, similar metallic stems rise from the wheel's central axle nut, culminating in tightly coiled buds that methodically unfold. These flowers display delicate, filament-like petals composed of shimmering silver and warm copper, each flower's core comprised of an intricate arrangement of tiny, clockwork-like gears. The entire scene is bathed in a soft, even, and diffuse overhead light that eliminates harsh shadows and emphasizes the contrast between the soft texture of the leather, the vibrant pop of the laces, and the cool, reflective sheen of the metallic plants, creating an atmosphere of surreal wonder and quiet mechanical beauty.", + "seed": 23300, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_6359_seed_23300_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10287550445646047, + "vlm_logprob": -0.10287550445646047, + "vlm_yes_no_margin": 2.700000023841858, + "vlm_token_credit": -0.10287550445646047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26154980063438416 + ], + "opposite_logprob_tokens": [ + -1.5115498304367065 + ], + "logprob_reward": -0.26154980063438416, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26154980063438416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6296931505203247, + 0.11469446867704391, + 0.05529652535915375, + 0.06555049866437912, + 0.060495682060718536, + 0.008401484228670597, + 0.025092899799346924, + 0.018911238759756088, + 0.015188908204436302, + 0.006675177253782749 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.26154980063438416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014236434362828732 + ], + "opposite_logprob_tokens": [ + -4.2642364501953125 + ], + "logprob_reward": -0.014236434362828732, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014236434362828732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3685154914855957, + 0.23640243709087372, + 0.0405525267124176, + 0.04606322571635246, + 0.08008401095867157, + 0.10929997265338898, + 0.024553561583161354, + 0.02988724783062935, + 0.029812412336468697, + 0.034829117357730865 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.014236434362828732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207999214529991 + ], + "opposite_logprob_tokens": [ + -2.812079906463623 + ], + "logprob_reward": -0.06207999214529991, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207999214529991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5145522952079773, + 0.2072027027606964, + 0.0560949333012104, + 0.04743609204888344, + 0.0468127578496933, + 0.047414038330316544, + 0.019076373428106308, + 0.01215154118835926, + 0.010094298049807549, + 0.03916490823030472 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06207999214529991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280593395233154 + ], + "opposite_logprob_tokens": [ + -2.017806053161621 + ], + "logprob_reward": -0.14280593395233154, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280593395233154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7520576119422913, + 0.07313238084316254, + 0.032112233340740204, + 0.052491407841444016, + 0.027589261531829834, + 0.027625931426882744, + 0.007379584480077028, + 0.011644246056675911, + 0.008186056278645992, + 0.007781284395605326 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14280593395233154 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370536118745804 + ], + "opposite_logprob_tokens": [ + -3.408705472946167 + ], + "logprob_reward": -0.03370536118745804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370536118745804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3569786548614502, + 0.18525908887386322, + 0.11498282104730606, + 0.06830763071775436, + 0.09893879294395447, + 0.05105786398053169, + 0.02966265194118023, + 0.023106014356017113, + 0.030965683981776237, + 0.04074075073003769 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03370536118745804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, clean, top-down shot provides a perfect bird's-eye view of a pair of vintage quad roller skates, motionless on a smooth, matte, charcoal-gray surface. The skates feature classic white leather boots, with a lovely hint of scuffing on the toes, and are tied with thick, vibrant red laces. Their seaweed-green polyurethane wheels remain completely still. Suddenly, a silent and magical transformation begins as intricate metallic flowers begin to sprout and bloom. From metal eyelets, threading through red laces, thin, polished silver tendrils gracefully emerge and curl upward. Simultaneously, similar metallic stems rise from the wheel's central axle nut, culminating in tightly coiled buds that methodically unfold. These flowers display delicate, filament-like petals composed of shimmering silver and warm copper, each flower's core comprised of an intricate arrangement of tiny, clockwork-like gears. The entire scene is bathed in a soft, even, and diffuse overhead light that eliminates harsh shadows and emphasizes the contrast between the soft texture of the leather, the vibrant pop of the laces, and the cool, reflective sheen of the metallic plants, creating an atmosphere of surreal wonder and quiet mechanical beauty.", + "seed": 23301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_6359_seed_23301_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12349975612014533, + "vlm_logprob": -0.12349975612014533, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.12349975612014533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4768068790435791 + ], + "opposite_logprob_tokens": [ + -0.9768068790435791 + ], + "logprob_reward": -0.4768068790435791, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4768068790435791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2980448305606842, + 0.039471887052059174, + 0.0314762108027935, + 0.04910697042942047, + 0.1694020926952362, + 0.1355854570865631, + 0.09541771560907364, + 0.04692462831735611, + 0.09557106345891953, + 0.038999129086732864 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.4768068790435791 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765107199549675 + ], + "opposite_logprob_tokens": [ + -4.882650852203369 + ], + "logprob_reward": -0.00765107199549675, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00765107199549675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09202651679515839, + 0.030948426574468613, + 0.023114165291190147, + 0.02802562154829502, + 0.027014009654521942, + 0.04327943176031113, + 0.08818962424993515, + 0.04703555256128311, + 0.16962052881717682, + 0.4507461488246918 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.00765107199549675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0887351781129837, + 0.035360418260097504, + 0.02235710248351097, + 0.026776621118187904, + 0.0817437693476677, + 0.05115605145692825, + 0.05733766406774521, + 0.06906310468912125, + 0.16627690196037292, + 0.40119320154190063 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.01420846302062273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903161436319351 + ], + "opposite_logprob_tokens": [ + -2.46403169631958 + ], + "logprob_reward": -0.08903161436319351, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903161436319351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16935141384601593, + 0.10514512658119202, + 0.05534239485859871, + 0.04137485474348068, + 0.07803975045681, + 0.08256680518388748, + 0.04491366818547249, + 0.3110119104385376, + 0.014810765162110329, + 0.09744326770305634 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.08903161436319351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980075217783451 + ], + "opposite_logprob_tokens": [ + -3.5298006534576416 + ], + "logprob_reward": -0.02980075217783451, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980075217783451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1716228425502777, + 0.06179396063089371, + 0.04780248925089836, + 0.08192344009876251, + 0.09298599511384964, + 0.05761335790157318, + 0.1253037005662918, + 0.1344187706708908, + 0.15986016392707825, + 0.06667527556419373 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.02980075217783451 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, clean, top-down shot provides a perfect bird's-eye view of a pair of vintage quad roller skates, motionless on a smooth, matte, charcoal-gray surface. The skates feature classic white leather boots, with a lovely hint of scuffing on the toes, and are tied with thick, vibrant red laces. Their seaweed-green polyurethane wheels remain completely still. Suddenly, a silent and magical transformation begins as intricate metallic flowers begin to sprout and bloom. From metal eyelets, threading through red laces, thin, polished silver tendrils gracefully emerge and curl upward. Simultaneously, similar metallic stems rise from the wheel's central axle nut, culminating in tightly coiled buds that methodically unfold. These flowers display delicate, filament-like petals composed of shimmering silver and warm copper, each flower's core comprised of an intricate arrangement of tiny, clockwork-like gears. The entire scene is bathed in a soft, even, and diffuse overhead light that eliminates harsh shadows and emphasizes the contrast between the soft texture of the leather, the vibrant pop of the laces, and the cool, reflective sheen of the metallic plants, creating an atmosphere of surreal wonder and quiet mechanical beauty.", + "seed": 23302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_3/index_6359_seed_23302_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016140399593859912, + "vlm_logprob": -0.016140399593859912, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.016140399593859912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03613033518195152 + ], + "opposite_logprob_tokens": [ + -3.411130428314209 + ], + "logprob_reward": -0.03613033518195152, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03613033518195152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2016143798828125, + 0.0865117534995079, + 0.04342852905392647, + 0.035387277603149414, + 0.040228016674518585, + 0.027293736115098, + 0.3295697569847107, + 0.04740181937813759, + 0.12973763048648834, + 0.05882711336016655 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.03613033518195152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272649694234133 + ], + "opposite_logprob_tokens": [ + -5.25527286529541 + ], + "logprob_reward": -0.005272649694234133, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272649694234133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25230276584625244, + 0.26418668031692505, + 0.08828571438789368, + 0.057254958897829056, + 0.04832771420478821, + 0.05481259152293205, + 0.12438403815031052, + 0.06066500023007393, + 0.025511417537927628, + 0.02426915615797043 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005272649694234133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600875839591026 + ], + "opposite_logprob_tokens": [ + -3.8956007957458496 + ], + "logprob_reward": -0.020600875839591026, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600875839591026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26164743304252625, + 0.2699320614337921, + 0.09417153149843216, + 0.022150998935103416, + 0.03723439574241638, + 0.07927649468183517, + 0.1439512073993683, + 0.03418084233999252, + 0.022792331874370575, + 0.03466268628835678 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.020600875839591026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12621016800403595, + 0.11393725872039795, + 0.08626504987478256, + 0.06228518486022949, + 0.02786313183605671, + 0.05186830833554268, + 0.14840169250965118, + 0.20760565996170044, + 0.11167840659618378, + 0.0638851597905159 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.00762551836669445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static top-down bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates vintage quad roller skates with white leather boots and vibrant red laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do metallic flowers sprout from the skates' eyelets and axles, featuring silver and copper petals with clockwork-like gear cores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface beneath the skates a smooth, matte, charcoal-gray material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, even, diffuse overhead light that eliminates harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072618886828423 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072618886828423, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072618886828423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31521177291870117, + 0.10619203001260757, + 0.03614499047398567, + 0.03313703089952469, + 0.03967959061264992, + 0.06709463894367218, + 0.11180272698402405, + 0.04694190248847008, + 0.12074562907218933, + 0.1230497732758522 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.011072618886828423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_tensor([6929, 6929])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_tensor([6929, 6929])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..50c1d6cb69efa18946336527e88aeabe84485006 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_tensor([6929, 6929])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures the scene: a polished, dark granite kitchen countertop bathed in bright, indirect sunlight from the camera window. A standard, translucent white plastic gallon jug, its surface displaying a soft, matte sheen and molded finish, stands in central focus. From a barely visible hole near its base, a steady and deliberate stream of opaque white liquid emanates. Threads of silvery-white liquid, clinging to the jug's curved surface due to surface tension, drip down, forming a puddle that silently and relentlessly expands across the counter's dark, reflective surface, forming an ever-expanding, irregular pool. High-key lighting accentuates the stark contrast between the white liquid and the dark countertop, capturing the shimmering light on the expanding puddle's surface and creating a focused and slightly tense atmosphere of a quiet, unfolding domestic accident.", + "seed": 6201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_6929_seed_6201_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03451910242438316, + "vlm_logprob": -0.03451910242438316, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03451910242438316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05079785734415054 + ], + "opposite_logprob_tokens": [ + -3.050797939300537 + ], + "logprob_reward": -0.05079785734415054, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05079785734415054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29368674755096436, + 0.034953825175762177, + 0.02305997908115387, + 0.02720576338469982, + 0.10997231304645538, + 0.33753812313079834, + 0.038459304720163345, + 0.03061528690159321, + 0.03770318627357483, + 0.06680548191070557 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.05079785734415054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371976688504219 + ], + "opposite_logprob_tokens": [ + -3.408719778060913 + ], + "logprob_reward": -0.03371976688504219, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371976688504219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1348206102848053, + 0.12232595682144165, + 0.06568222492933273, + 0.05950821563601494, + 0.08407697081565857, + 0.138119637966156, + 0.17904691398143768, + 0.0994831994175911, + 0.07977477461099625, + 0.03716154396533966 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.03371976688504219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635316178202629 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635316178202629, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635316178202629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1392279863357544, + 0.0993637889623642, + 0.06795068085193634, + 0.031977251172065735, + 0.05294611677527428, + 0.07972971349954605, + 0.2404143214225769, + 0.09456825256347656, + 0.1101880744099617, + 0.08363378047943115 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02635316178202629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07355467230081558, + 0.05976802855730057, + 0.03168457746505737, + 0.031203322112560272, + 0.06083913519978523, + 0.12433664500713348, + 0.3316381573677063, + 0.07062801718711853, + 0.12041324377059937, + 0.09593421220779419 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498024821281433 + ], + "opposite_logprob_tokens": [ + -2.9299802780151367 + ], + "logprob_reward": -0.05498024821281433, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498024821281433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06454701721668243, + 0.08644713461399078, + 0.03037959337234497, + 0.07306493818759918, + 0.4881690740585327, + 0.14056412875652313, + 0.03143196925520897, + 0.03129136562347412, + 0.022367188706994057, + 0.03173757717013359 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.05498024821281433 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the scene: a polished, dark granite kitchen countertop bathed in bright, indirect sunlight from the camera window. A standard, translucent white plastic gallon jug, its surface displaying a soft, matte sheen and molded finish, stands in central focus. From a barely visible hole near its base, a steady and deliberate stream of opaque white liquid emanates. Threads of silvery-white liquid, clinging to the jug's curved surface due to surface tension, drip down, forming a puddle that silently and relentlessly expands across the counter's dark, reflective surface, forming an ever-expanding, irregular pool. High-key lighting accentuates the stark contrast between the white liquid and the dark countertop, capturing the shimmering light on the expanding puddle's surface and creating a focused and slightly tense atmosphere of a quiet, unfolding domestic accident.", + "seed": 6202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_6929_seed_6202_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12955912277102472, + "vlm_logprob": -0.12955912277102472, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.12955912277102472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5796704292297363 + ], + "opposite_logprob_tokens": [ + -0.8296704292297363 + ], + "logprob_reward": -0.5796704292297363, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5796704292297363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21913883090019226, + 0.5547140836715698, + 0.01110366452485323, + 0.0231788270175457, + 0.026591280475258827, + 0.04863569885492325, + 0.03213607147336006, + 0.03581467270851135, + 0.014620043337345123, + 0.03406684473156929 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.5796704292297363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009814814664423466 + ], + "opposite_logprob_tokens": [ + -4.634814739227295 + ], + "logprob_reward": -0.009814814664423466, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009814814664423466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2980335056781769, + 0.213830828666687, + 0.059770289808511734, + 0.15768595039844513, + 0.08789841830730438, + 0.035527706146240234, + 0.02762524224817753, + 0.028427597135305405, + 0.02012527920305729, + 0.07107517868280411 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009814814664423466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811221942305565 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.03811221942305565, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811221942305565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13065552711486816, + 0.2623031437397003, + 0.08494210243225098, + 0.04936789721250534, + 0.02253943495452404, + 0.28410494327545166, + 0.025411102920770645, + 0.034324679523706436, + 0.030305327847599983, + 0.07604584842920303 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.03811221942305565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641371339559555 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641371339559555, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641371339559555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1458868831396103, + 0.1776377260684967, + 0.08399315923452377, + 0.14594797790050507, + 0.05157926306128502, + 0.19237235188484192, + 0.0276092067360878, + 0.04234538972377777, + 0.017351236194372177, + 0.11527688056230545 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.007641371339559555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07979344576597214, + 0.18619297444820404, + 0.025502434000372887, + 0.03769100457429886, + 0.07128550112247467, + 0.101420558989048, + 0.10987556725740433, + 0.23315945267677307, + 0.03501560539007187, + 0.12006354331970215 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.012556779198348522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the scene: a polished, dark granite kitchen countertop bathed in bright, indirect sunlight from the camera window. A standard, translucent white plastic gallon jug, its surface displaying a soft, matte sheen and molded finish, stands in central focus. From a barely visible hole near its base, a steady and deliberate stream of opaque white liquid emanates. Threads of silvery-white liquid, clinging to the jug's curved surface due to surface tension, drip down, forming a puddle that silently and relentlessly expands across the counter's dark, reflective surface, forming an ever-expanding, irregular pool. High-key lighting accentuates the stark contrast between the white liquid and the dark countertop, capturing the shimmering light on the expanding puddle's surface and creating a focused and slightly tense atmosphere of a quiet, unfolding domestic accident.", + "seed": 6203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_6929_seed_6203_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3626965284347534, + "vlm_logprob": -0.3626965284347534, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.3626965284347534, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7017343044281006 + ], + "opposite_logprob_tokens": [ + -0.20173431932926178 + ], + "logprob_reward": -1.7017343044281006, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7017343044281006, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10497631132602692, + 0.03623608499765396, + 0.07165329158306122, + 0.10721591114997864, + 0.05215690657496452, + 0.05671795830130577, + 0.5470017790794373, + 0.006616824772208929, + 0.012819139286875725, + 0.004605824593454599 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -1.7017343044281006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055001236498355865 + ], + "opposite_logprob_tokens": [ + -2.9300012588500977 + ], + "logprob_reward": -0.055001236498355865, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055001236498355865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09136544913053513, + 0.02287091501057148, + 0.04174268990755081, + 0.1077568456530571, + 0.04084242507815361, + 0.03875475004315376, + 0.6311537027359009, + 0.011533806100487709, + 0.010444358922541142, + 0.0035350415855646133 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.055001236498355865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356296613812447 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356296613812447, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356296613812447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14432281255722046, + 0.04874170571565628, + 0.08016987144947052, + 0.09071528911590576, + 0.034236013889312744, + 0.03604601323604584, + 0.5239921808242798, + 0.013945036567747593, + 0.014748132787644863, + 0.013082952238619328 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.026356296613812447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791914373636246 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791914373636246, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791914373636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20696525275707245, + 0.08047688007354736, + 0.04208998382091522, + 0.21747814118862152, + 0.07221388816833496, + 0.06830648332834244, + 0.24913617968559265, + 0.023498207330703735, + 0.027937039732933044, + 0.011897875927388668 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.009791914373636246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598890259861946 + ], + "opposite_logprob_tokens": [ + -3.895598888397217 + ], + "logprob_reward": -0.020598890259861946, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598890259861946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14955390989780426, + 0.047415152192115784, + 0.15030285716056824, + 0.16821585595607758, + 0.06952127814292908, + 0.12149279564619064, + 0.25535938143730164, + 0.013378196395933628, + 0.015733126550912857, + 0.009027479216456413 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.020598890259861946 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the scene: a polished, dark granite kitchen countertop bathed in bright, indirect sunlight from the camera window. A standard, translucent white plastic gallon jug, its surface displaying a soft, matte sheen and molded finish, stands in central focus. From a barely visible hole near its base, a steady and deliberate stream of opaque white liquid emanates. Threads of silvery-white liquid, clinging to the jug's curved surface due to surface tension, drip down, forming a puddle that silently and relentlessly expands across the counter's dark, reflective surface, forming an ever-expanding, irregular pool. High-key lighting accentuates the stark contrast between the white liquid and the dark countertop, capturing the shimmering light on the expanding puddle's surface and creating a focused and slightly tense atmosphere of a quiet, unfolding domestic accident.", + "seed": 6204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_4/index_6929_seed_6204_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039319940470159055, + "vlm_logprob": -0.039319940470159055, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.039319940470159055, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13128995895385742 + ], + "opposite_logprob_tokens": [ + -2.1312899589538574 + ], + "logprob_reward": -0.13128995895385742, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13128995895385742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21036610007286072, + 0.06569468230009079, + 0.060041047632694244, + 0.07367043197154999, + 0.1724170595407486, + 0.1602519303560257, + 0.06409260630607605, + 0.019582023844122887, + 0.03116648644208908, + 0.14271757006645203 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.13128995895385742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421962771564722 + ], + "opposite_logprob_tokens": [ + -4.264219760894775 + ], + "logprob_reward": -0.01421962771564722, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421962771564722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1878926008939743, + 0.1927586793899536, + 0.060473814606666565, + 0.040136974304914474, + 0.03943517431616783, + 0.16608712077140808, + 0.0685265064239502, + 0.036044154316186905, + 0.07096116244792938, + 0.13768388330936432 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01421962771564722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37774157524108887, + 0.06736798584461212, + 0.029721537604928017, + 0.12340668588876724, + 0.08156459033489227, + 0.06359029561281204, + 0.056303929537534714, + 0.027545170858502388, + 0.07168062776327133, + 0.10107757151126862 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3234787583351135, + 0.09728468954563141, + 0.1050933450460434, + 0.08787396550178528, + 0.0831063836812973, + 0.06350235641002655, + 0.03424139320850372, + 0.04422282427549362, + 0.052409298717975616, + 0.10878711193799973 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a dark granite kitchen countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard translucent white plastic gallon jug visible in the central focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady stream of opaque white liquid emanating from a hole near the jug's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are threads of silvery-white liquid dripping down the jug's surface and forming an expanding puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright indirect sunlight creating high-contrast highlights on the white liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636709436774254 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636709436774254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636709436774254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09202394634485245, + 0.03450031951069832, + 0.025017663836479187, + 0.02858380600810051, + 0.02921159937977791, + 0.02034161053597927, + 0.04311350733041763, + 0.07481490075588226, + 0.03849278390407562, + 0.613899827003479 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02636709436774254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_tensor([5756, 5756])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_tensor([5756, 5756])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0aa3457d477794b2abc28278fff43bd4d121eefc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_tensor([5756, 5756])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures the profound silence of a vast, cathedral-like library. From an unseen high window, a clear beam of sunlight penetrates the thick, dusty air, its golden light making countless specks of dust visible, dancing and swirling languidly. The camera's gaze is guided along a long corridor framed by towering, floor-to-ceiling bookshelves crafted from dark, rich mahogany, their surfaces showing the dull patina of age. These ancient shelves are filled with endless leather-bound volumes, their spines faded and worn. This solitary beam of light deliberately creeps across the scene, its path a slow, winding journey; it first glides across the polished wooden floor, then begins to climb the bookshelves, slowly and sequentially illuminating the gilded, almost illegible titles on the book spines, causing them to gleam momentarily before being swallowed again by shadow. The sharp contrast between the warm, bright light and the deep, cool darkness of the surrounding space creates a dramatic black-and-white contrast, evoking a powerful atmosphere of sacred tranquility, forgotten history, and serene solitude.", + "seed": 18816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_5756_seed_18816_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.262801559176296, + "vlm_logprob": -0.262801559176296, + "vlm_yes_no_margin": 3.349999988079071, + "vlm_token_credit": -0.262801559176296, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005687246099114418 + ], + "opposite_logprob_tokens": [ + -5.255687236785889 + ], + "logprob_reward": -0.005687246099114418, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005687246099114418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21262860298156738, + 0.12614430487155914, + 0.07030164450407028, + 0.07830637693405151, + 0.04632023349404335, + 0.07966918498277664, + 0.12857775390148163, + 0.0958145260810852, + 0.07167813926935196, + 0.0905592143535614 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005687246099114418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042181849479675 + ], + "opposite_logprob_tokens": [ + -1.9104218482971191 + ], + "logprob_reward": -0.16042181849479675, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042181849479675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.214595764875412, + 0.1322639137506485, + 0.07269654422998428, + 0.09490063786506653, + 0.03129200264811516, + 0.06289290636777878, + 0.08711342513561249, + 0.15010516345500946, + 0.0525762103497982, + 0.10156343877315521 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.16042181849479675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100368358194828 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100368358194828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100368358194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18239596486091614, + 0.15749864280223846, + 0.07608255743980408, + 0.04861209914088249, + 0.15293213725090027, + 0.11788500100374222, + 0.14374779164791107, + 0.05674552917480469, + 0.019251398742198944, + 0.04484893009066582 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004100368358194828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738912779837847 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006738912779837847, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738912779837847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517498940229416, + 0.07403101027011871, + 0.07256192713975906, + 0.10423047095537186, + 0.0930824875831604, + 0.09420036524534225, + 0.1322721540927887, + 0.2024797648191452, + 0.023190606385469437, + 0.052201300859451294 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.006738912779837847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370594501495361 + ], + "opposite_logprob_tokens": [ + -0.38705939054489136 + ], + "logprob_reward": -1.1370594501495361, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370594501495361, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1412578523159027, + 0.0376175157725811, + 0.06521937996149063, + 0.04179893061518669, + 0.058328982442617416, + 0.0865965336561203, + 0.29034438729286194, + 0.12406694889068604, + 0.12025381624698639, + 0.034515686333179474 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -1.1370594501495361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the profound silence of a vast, cathedral-like library. From an unseen high window, a clear beam of sunlight penetrates the thick, dusty air, its golden light making countless specks of dust visible, dancing and swirling languidly. The camera's gaze is guided along a long corridor framed by towering, floor-to-ceiling bookshelves crafted from dark, rich mahogany, their surfaces showing the dull patina of age. These ancient shelves are filled with endless leather-bound volumes, their spines faded and worn. This solitary beam of light deliberately creeps across the scene, its path a slow, winding journey; it first glides across the polished wooden floor, then begins to climb the bookshelves, slowly and sequentially illuminating the gilded, almost illegible titles on the book spines, causing them to gleam momentarily before being swallowed again by shadow. The sharp contrast between the warm, bright light and the deep, cool darkness of the surrounding space creates a dramatic black-and-white contrast, evoking a powerful atmosphere of sacred tranquility, forgotten history, and serene solitude.", + "seed": 18817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_5756_seed_18817_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.35693403338082136, + "vlm_logprob": -0.35693403338082136, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.35693403338082136, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01679026149213314 + ], + "opposite_logprob_tokens": [ + -4.141790390014648 + ], + "logprob_reward": -0.01679026149213314, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01679026149213314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.357440322637558, + 0.1280791461467743, + 0.09777530282735825, + 0.09839743375778198, + 0.062370724976062775, + 0.030845584347844124, + 0.05677710101008415, + 0.08063255250453949, + 0.05080418661236763, + 0.03687764331698418 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01679026149213314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522164285182953 + ], + "opposite_logprob_tokens": [ + -1.5022164583206177 + ], + "logprob_reward": -0.2522164285182953, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522164285182953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2186155468225479, + 0.29857802391052246, + 0.06893061846494675, + 0.057405926287174225, + 0.03280871734023094, + 0.11529664695262909, + 0.044296037405729294, + 0.08578803390264511, + 0.04141617938876152, + 0.036864228546619415 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.2522164285182953 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024945589248090982 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024945589248090982, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024945589248090982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16324421763420105, + 0.12529392540454865, + 0.11023173481225967, + 0.21919690072536469, + 0.09274192899465561, + 0.034842599183321, + 0.0481019988656044, + 0.04602305591106415, + 0.09418220072984695, + 0.06614141166210175 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0024945589248090982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14025351405143738, + 0.16440828144550323, + 0.12963950634002686, + 0.13344809412956238, + 0.04640447348356247, + 0.029604431241750717, + 0.021382778882980347, + 0.13142608106136322, + 0.1303645521402359, + 0.07306832075119019 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020859241485596 + ], + "opposite_logprob_tokens": [ + -0.2520858943462372 + ], + "logprob_reward": -1.5020859241485596, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020859241485596, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2402816116809845, + 0.10659343004226685, + 0.0918542668223381, + 0.1394513100385666, + 0.10038787126541138, + 0.03821871429681778, + 0.03696772828698158, + 0.06704659759998322, + 0.08930519968271255, + 0.08989324420690536 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.5020859241485596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the profound silence of a vast, cathedral-like library. From an unseen high window, a clear beam of sunlight penetrates the thick, dusty air, its golden light making countless specks of dust visible, dancing and swirling languidly. The camera's gaze is guided along a long corridor framed by towering, floor-to-ceiling bookshelves crafted from dark, rich mahogany, their surfaces showing the dull patina of age. These ancient shelves are filled with endless leather-bound volumes, their spines faded and worn. This solitary beam of light deliberately creeps across the scene, its path a slow, winding journey; it first glides across the polished wooden floor, then begins to climb the bookshelves, slowly and sequentially illuminating the gilded, almost illegible titles on the book spines, causing them to gleam momentarily before being swallowed again by shadow. The sharp contrast between the warm, bright light and the deep, cool darkness of the surrounding space creates a dramatic black-and-white contrast, evoking a powerful atmosphere of sacred tranquility, forgotten history, and serene solitude.", + "seed": 18818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_5756_seed_18818_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.35947369327768686, + "vlm_logprob": -0.35947369327768686, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.35947369327768686, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1621009111404419 + ], + "opposite_logprob_tokens": [ + -1.912100911140442 + ], + "logprob_reward": -0.1621009111404419, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1621009111404419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884425938129425, + 0.2693120241165161, + 0.04706361144781113, + 0.12557536363601685, + 0.09481661021709442, + 0.07785075157880783, + 0.022106751799583435, + 0.1146198958158493, + 0.02173624560236931, + 0.018074452877044678 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1621009111404419 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299537867307663 + ], + "opposite_logprob_tokens": [ + -2.2379953861236572 + ], + "logprob_reward": -0.11299537867307663, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299537867307663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14632318913936615, + 0.13223473727703094, + 0.0392487533390522, + 0.2195299118757248, + 0.09839028120040894, + 0.06999083608388901, + 0.0722820833325386, + 0.16188526153564453, + 0.03637278079986572, + 0.023742178454995155 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.11299537867307663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639241870492697 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639241870492697, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639241870492697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462133824825287, + 0.3940311372280121, + 0.08295364677906036, + 0.05964669585227966, + 0.05882029980421066, + 0.040365561842918396, + 0.01609136536717415, + 0.13234496116638184, + 0.04430174455046654, + 0.02523120492696762 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.007639241870492697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15921147167682648, + 0.25988370180130005, + 0.06266094744205475, + 0.07694792747497559, + 0.04055212065577507, + 0.05816154554486275, + 0.03572626784443855, + 0.18568634986877441, + 0.07012190669775009, + 0.05104769766330719 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020861625671387 + ], + "opposite_logprob_tokens": [ + -0.25208619236946106 + ], + "logprob_reward": -1.5020861625671387, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020861625671387, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13933508098125458, + 0.12660276889801025, + 0.19040170311927795, + 0.08184994757175446, + 0.025978151708841324, + 0.03419842943549156, + 0.03890484943985939, + 0.2425738126039505, + 0.07220340520143509, + 0.04795181006193161 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -1.5020861625671387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures the profound silence of a vast, cathedral-like library. From an unseen high window, a clear beam of sunlight penetrates the thick, dusty air, its golden light making countless specks of dust visible, dancing and swirling languidly. The camera's gaze is guided along a long corridor framed by towering, floor-to-ceiling bookshelves crafted from dark, rich mahogany, their surfaces showing the dull patina of age. These ancient shelves are filled with endless leather-bound volumes, their spines faded and worn. This solitary beam of light deliberately creeps across the scene, its path a slow, winding journey; it first glides across the polished wooden floor, then begins to climb the bookshelves, slowly and sequentially illuminating the gilded, almost illegible titles on the book spines, causing them to gleam momentarily before being swallowed again by shadow. The sharp contrast between the warm, bright light and the deep, cool darkness of the surrounding space creates a dramatic black-and-white contrast, evoking a powerful atmosphere of sacred tranquility, forgotten history, and serene solitude.", + "seed": 18819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_5/index_5756_seed_18819_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6950879883021116, + "vlm_logprob": -0.6950879883021116, + "vlm_yes_no_margin": 1.0, + "vlm_token_credit": -0.6950879883021116, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2821698486804962 + ], + "opposite_logprob_tokens": [ + -1.4071698188781738 + ], + "logprob_reward": -0.2821698486804962, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2821698486804962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1902894377708435, + 0.03673779219388962, + 0.046633280813694, + 0.03787292540073395, + 0.06888200342655182, + 0.09184978902339935, + 0.10402247309684753, + 0.09710165858268738, + 0.19318735599517822, + 0.13342328369617462 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.2821698486804962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262333869934082 + ], + "opposite_logprob_tokens": [ + -0.5762333869934082 + ], + "logprob_reward": -0.8262333869934082, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262333869934082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10852216184139252, + 0.041681475937366486, + 0.10818120837211609, + 0.026206808164715767, + 0.08422447741031647, + 0.10875224322080612, + 0.05070517584681511, + 0.14743995666503906, + 0.1296839714050293, + 0.19460251927375793 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.8262333869934082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301837861537933 + ], + "opposite_logprob_tokens": [ + -2.238018274307251 + ], + "logprob_reward": -0.11301837861537933, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301837861537933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504337340593338, + 0.14324027299880981, + 0.043097276240587234, + 0.047143325209617615, + 0.0753442570567131, + 0.14673075079917908, + 0.08560631424188614, + 0.05941348150372505, + 0.06934236735105515, + 0.17964830994606018 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.11301837861537933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090890392661095 + ], + "opposite_logprob_tokens": [ + -4.1410908699035645 + ], + "logprob_reward": -0.016090890392661095, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090890392661095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13027340173721313, + 0.08819093555212021, + 0.05595658719539642, + 0.04970509186387062, + 0.05831904336810112, + 0.14385253190994263, + 0.167822003364563, + 0.07738941162824631, + 0.06126001477241516, + 0.1672309786081314 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.016090890392661095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bookshelves made of dark, rich mahogany with a dull patina of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a clear beam of sunlight visible penetrating from a high window into the dusty air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do visible specks of dust dance and swirl within the beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379274368286133 + ], + "opposite_logprob_tokens": [ + -0.11292745172977448 + ], + "logprob_reward": -2.2379274368286133, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379274368286133, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15853376686573029, + 0.06358922272920609, + 0.09272746741771698, + 0.08523890376091003, + 0.05691783130168915, + 0.12513050436973572, + 0.09915255755186081, + 0.05849766731262207, + 0.12204242497682571, + 0.13816964626312256 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -2.2379274368286133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_tensor([5897, 5897])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_tensor([5897, 5897])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d84a11b80914344a4961e62fe747ad4980dee951 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_tensor([5897, 5897])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, slightly upward-angled tracking shot steadily follows a scholar in white as he walks through the bustling, vibrant atmosphere of an ancient Chinese marketplace. The scholar has a delicate face, long black hair tied back with a simple wooden hairpin. He wears a pure white robe of fine fabric, the hems of which sway gently with his steady, deliberate steps. One hand hangs naturally at his side, while the other carefully holds several yellowed ancient tomes. Bright afternoon sunlight filters through the gaps between the eaves of the shops lining the street, casting dappled shadows on the time-worn bluestone pavement. Fine dust particles hang in the air, visible in the beams of light. Surrounding him is a constant stream of people: peddlers carrying loads and shouting their wares, young girls in colorful clothes playing and laughing. His white figure stands out against the vibrant surroundings, yet blends harmoniously into this vibrant scene. He moved nimbly through the crowded crowd, occasionally turning his body slightly to avoid oncoming people, but his eyes were always firmly fixed on the front, walking steadily towards the magnificent tall archway with carved beams and painted rafters at the end of the market. Against the noisy background, the whole scene created a peaceful atmosphere of movement and stillness, and clear goals, because of his focused expression.", + "seed": 5250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_5897_seed_5250_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028828672599047422, + "vlm_logprob": -0.028828672599047422, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.028828672599047422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026851492002606392 + ], + "opposite_logprob_tokens": [ + -3.6518514156341553 + ], + "logprob_reward": -0.026851492002606392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026851492002606392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45632195472717285, + 0.03430580347776413, + 0.05656303092837334, + 0.037299659103155136, + 0.12619145214557648, + 0.06591974943876266, + 0.042682744562625885, + 0.09018091857433319, + 0.05141374468803406, + 0.039121005684137344 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026851492002606392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904895186424255 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.08904895186424255, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904895186424255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2312299758195877, + 0.06342723220586777, + 0.18988050520420074, + 0.10094403475522995, + 0.07765674591064453, + 0.06632719188928604, + 0.10674107819795609, + 0.039501290768384933, + 0.0697416439652443, + 0.054550301283597946 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.08904895186424255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5833076238632202, + 0.04221519082784653, + 0.0864565521478653, + 0.04669296368956566, + 0.05926819518208504, + 0.025001956149935722, + 0.0396462045609951, + 0.07093077152967453, + 0.01680399663746357, + 0.029676590114831924 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5411857962608337, + 0.153954416513443, + 0.024188945069909096, + 0.05533566325902939, + 0.033222001045942307, + 0.026297688484191895, + 0.021296372637152672, + 0.06548764556646347, + 0.03143603727221489, + 0.04759547486901283 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066606268286705 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066606268286705, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066606268286705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48484137654304504, + 0.039234708994627, + 0.16319704055786133, + 0.05013125389814377, + 0.019711697474122047, + 0.033529359847307205, + 0.10655800253152847, + 0.030278338119387627, + 0.01376919262111187, + 0.05874898284673691 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.011066606268286705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward-angled tracking shot steadily follows a scholar in white as he walks through the bustling, vibrant atmosphere of an ancient Chinese marketplace. The scholar has a delicate face, long black hair tied back with a simple wooden hairpin. He wears a pure white robe of fine fabric, the hems of which sway gently with his steady, deliberate steps. One hand hangs naturally at his side, while the other carefully holds several yellowed ancient tomes. Bright afternoon sunlight filters through the gaps between the eaves of the shops lining the street, casting dappled shadows on the time-worn bluestone pavement. Fine dust particles hang in the air, visible in the beams of light. Surrounding him is a constant stream of people: peddlers carrying loads and shouting their wares, young girls in colorful clothes playing and laughing. His white figure stands out against the vibrant surroundings, yet blends harmoniously into this vibrant scene. He moved nimbly through the crowded crowd, occasionally turning his body slightly to avoid oncoming people, but his eyes were always firmly fixed on the front, walking steadily towards the magnificent tall archway with carved beams and painted rafters at the end of the market. Against the noisy background, the whole scene created a peaceful atmosphere of movement and stillness, and clear goals, because of his focused expression.", + "seed": 5251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_5897_seed_5251_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02300869612954557, + "vlm_logprob": -0.02300869612954557, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02300869612954557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018580317497253418 + ], + "opposite_logprob_tokens": [ + -4.018580436706543 + ], + "logprob_reward": -0.018580317497253418, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018580317497253418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14439214766025543, + 0.08717742562294006, + 0.049451131373643875, + 0.11079998314380646, + 0.09949221462011337, + 0.0740269273519516, + 0.20002306997776031, + 0.07643547654151917, + 0.05976145341992378, + 0.09844018518924713 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.018580317497253418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004149258136749 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004149258136749, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004149258136749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29296812415122986, + 0.14882507920265198, + 0.05775315687060356, + 0.11350614577531815, + 0.03641564026474953, + 0.05321408808231354, + 0.11079145967960358, + 0.05696830525994301, + 0.051198963075876236, + 0.07835910469293594 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07004149258136749 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816283842548728 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816283842548728, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816283842548728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22578760981559753, + 0.20456501841545105, + 0.05324561148881912, + 0.09941195696592331, + 0.09985285252332687, + 0.09384067356586456, + 0.05544104799628258, + 0.047661617398262024, + 0.05069999024271965, + 0.06949365884065628 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.002816283842548728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075449176132679 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075449176132679, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075449176132679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24794474244117737, + 0.10272270441055298, + 0.03686065226793289, + 0.11234922707080841, + 0.0982089638710022, + 0.07213609665632248, + 0.08234040439128876, + 0.0895395427942276, + 0.07524348795413971, + 0.08265423029661179 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011075449176132679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01252993755042553 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.01252993755042553, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01252993755042553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08637967705726624, + 0.10735888034105301, + 0.025323884561657906, + 0.2937552332878113, + 0.06418117135763168, + 0.06077003851532936, + 0.1589360237121582, + 0.07273568958044052, + 0.07771051675081253, + 0.0528489351272583 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.01252993755042553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward-angled tracking shot steadily follows a scholar in white as he walks through the bustling, vibrant atmosphere of an ancient Chinese marketplace. The scholar has a delicate face, long black hair tied back with a simple wooden hairpin. He wears a pure white robe of fine fabric, the hems of which sway gently with his steady, deliberate steps. One hand hangs naturally at his side, while the other carefully holds several yellowed ancient tomes. Bright afternoon sunlight filters through the gaps between the eaves of the shops lining the street, casting dappled shadows on the time-worn bluestone pavement. Fine dust particles hang in the air, visible in the beams of light. Surrounding him is a constant stream of people: peddlers carrying loads and shouting their wares, young girls in colorful clothes playing and laughing. His white figure stands out against the vibrant surroundings, yet blends harmoniously into this vibrant scene. He moved nimbly through the crowded crowd, occasionally turning his body slightly to avoid oncoming people, but his eyes were always firmly fixed on the front, walking steadily towards the magnificent tall archway with carved beams and painted rafters at the end of the market. Against the noisy background, the whole scene created a peaceful atmosphere of movement and stillness, and clear goals, because of his focused expression.", + "seed": 5252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_5897_seed_5252_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03350912518799305, + "vlm_logprob": -0.03350912518799305, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03350912518799305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021233264356851578 + ], + "opposite_logprob_tokens": [ + -3.896233320236206 + ], + "logprob_reward": -0.021233264356851578, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021233264356851578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10119913518428802, + 0.07455561310052872, + 0.042190227657556534, + 0.0434897355735302, + 0.28799229860305786, + 0.033790141344070435, + 0.18945792317390442, + 0.13016806542873383, + 0.0369458943605423, + 0.06021096929907799 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.021233264356851578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296003311872482 + ], + "opposite_logprob_tokens": [ + -2.23796010017395 + ], + "logprob_reward": -0.11296003311872482, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296003311872482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09234267473220825, + 0.07557909190654755, + 0.06705158203840256, + 0.10423115640878677, + 0.14734801650047302, + 0.023948626592755318, + 0.10913021862506866, + 0.17899872362613678, + 0.061856504529714584, + 0.13951344788074493 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.11296003311872482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409455131739378 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.00409455131739378, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409455131739378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16669364273548126, + 0.09173797816038132, + 0.11317317932844162, + 0.1066906750202179, + 0.14814388751983643, + 0.038075678050518036, + 0.10740568488836288, + 0.08184289187192917, + 0.0912344828248024, + 0.05500192940235138 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.00409455131739378 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16582196950912476, + 0.11103995889425278, + 0.039082493633031845, + 0.04927348345518112, + 0.1565009504556656, + 0.11980386823415756, + 0.09766507148742676, + 0.14516788721084595, + 0.04154513031244278, + 0.07409916073083878 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067078448832035 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011067078448832035, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067078448832035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06394778937101364, + 0.09425260871648788, + 0.035244718194007874, + 0.0661274641752243, + 0.06198209524154663, + 0.04200126230716705, + 0.0726843848824501, + 0.2737329304218292, + 0.24403661489486694, + 0.04599015787243843 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.011067078448832035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward-angled tracking shot steadily follows a scholar in white as he walks through the bustling, vibrant atmosphere of an ancient Chinese marketplace. The scholar has a delicate face, long black hair tied back with a simple wooden hairpin. He wears a pure white robe of fine fabric, the hems of which sway gently with his steady, deliberate steps. One hand hangs naturally at his side, while the other carefully holds several yellowed ancient tomes. Bright afternoon sunlight filters through the gaps between the eaves of the shops lining the street, casting dappled shadows on the time-worn bluestone pavement. Fine dust particles hang in the air, visible in the beams of light. Surrounding him is a constant stream of people: peddlers carrying loads and shouting their wares, young girls in colorful clothes playing and laughing. His white figure stands out against the vibrant surroundings, yet blends harmoniously into this vibrant scene. He moved nimbly through the crowded crowd, occasionally turning his body slightly to avoid oncoming people, but his eyes were always firmly fixed on the front, walking steadily towards the magnificent tall archway with carved beams and painted rafters at the end of the market. Against the noisy background, the whole scene created a peaceful atmosphere of movement and stillness, and clear goals, because of his focused expression.", + "seed": 5253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_6/index_5897_seed_5253_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026097800489515065, + "vlm_logprob": -0.026097800489515065, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.026097800489515065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01846867799758911 + ], + "opposite_logprob_tokens": [ + -4.018468856811523 + ], + "logprob_reward": -0.01846867799758911, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01846867799758911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1872316151857376, + 0.10114438831806183, + 0.06564048677682877, + 0.11775842308998108, + 0.05385361239314079, + 0.05073399841785431, + 0.1067807525396347, + 0.0568753145635128, + 0.1579493284225464, + 0.10203207284212112 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01846867799758911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003815472126007 + ], + "opposite_logprob_tokens": [ + -2.695038080215454 + ], + "logprob_reward": -0.07003815472126007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003815472126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20788311958312988, + 0.166106715798378, + 0.08148802071809769, + 0.11775131523609161, + 0.06552941352128983, + 0.04694514349102974, + 0.04909902811050415, + 0.045709118247032166, + 0.12866410613059998, + 0.09082400053739548 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07003815472126007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625873666256666 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625873666256666, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625873666256666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23985323309898376, + 0.056901365518569946, + 0.07880084216594696, + 0.05196373164653778, + 0.03713994845747948, + 0.04174095764756203, + 0.046638503670692444, + 0.0810522735118866, + 0.11867096275091171, + 0.24723820388317108 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.007625873666256666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290986195206642 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.023290986195206642, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290986195206642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15895695984363556, + 0.10448940843343735, + 0.07156325876712799, + 0.10858142375946045, + 0.087387315928936, + 0.056946516036987305, + 0.05704454705119133, + 0.05625205114483833, + 0.1737196445465088, + 0.12505879998207092 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023290986195206642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a scholar wearing a pure white robe with long black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar holding several yellowed ancient tomes in one hand while walking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place in a bustling ancient Chinese marketplace with shops, bluestone pavement, and a tall archway at the end?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment filled with bright afternoon sunlight filtering through eaves, casting dappled shadows and visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, slightly upward-angled tracking shot that follows the scholar steadily from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106530986726284 + ], + "opposite_logprob_tokens": [ + -4.511065483093262 + ], + "logprob_reward": -0.01106530986726284, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106530986726284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10904350876808167, + 0.052424218505620956, + 0.05884599685668945, + 0.12299040704965591, + 0.13734149932861328, + 0.050741974264383316, + 0.16781078279018402, + 0.05164099484682083, + 0.19825509190559387, + 0.05090555176138878 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.01106530986726284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_tensor([9764, 9764])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_tensor([9764, 9764])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ff32f5073683323fcccb828da4c45013a7210aea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_tensor([9764, 9764])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a high angle, the camera remains still, focused on a patch of fine sand bathed in the soft afternoon sunlight. A slightly rough yet distinctly articulated hand enters the frame, tightly gripping a dark brown, dry branch riddled with tiny cracks. The tip has been worn smooth. Under the warm golden light, the hand moves steadily and deliberately, carefully touching the sand with the tip. With a slight twist of the wrist, the branch begins to slowly glide across the sand, gently pushing the pale yellow sand to the sides, leaving a clear, deep indentation. The sunlight casts subtle shadows within the grooves of the carved strokes, giving the forming handwriting a three-dimensional quality. The entire movement is fluid and focused, creating an atmosphere of tranquility, contemplation, and ritual.", + "seed": 19707, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_9764_seed_19707_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02575820665806532, + "vlm_logprob": -0.02575820665806532, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.02575820665806532, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09086422622203827 + ], + "opposite_logprob_tokens": [ + -2.5908641815185547 + ], + "logprob_reward": -0.09086422622203827, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09086422622203827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06381744146347046, + 0.08077249675989151, + 0.0912012979388237, + 0.04887605458498001, + 0.06857729703187943, + 0.22571086883544922, + 0.05866201967000961, + 0.1962072104215622, + 0.10420394688844681, + 0.061971407383680344 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.09086422622203827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005286049097776413 + ], + "opposite_logprob_tokens": [ + -5.25528621673584 + ], + "logprob_reward": -0.005286049097776413, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005286049097776413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08828599005937576, + 0.11229677498340607, + 0.11115547269582748, + 0.08259573578834534, + 0.11571645736694336, + 0.10722629725933075, + 0.08670536428689957, + 0.18686482310295105, + 0.05318174511194229, + 0.05597133934497833 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.005286049097776413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821504719555378 + ], + "opposite_logprob_tokens": [ + -4.018215179443359 + ], + "logprob_reward": -0.01821504719555378, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821504719555378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07579518854618073, + 0.14104774594306946, + 0.11019018292427063, + 0.23436029255390167, + 0.1562865972518921, + 0.042182404547929764, + 0.032763928174972534, + 0.12025041878223419, + 0.03731515631079674, + 0.0498080737888813 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.01821504719555378 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640880040824413 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640880040824413, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640880040824413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04568292200565338, + 0.08533633500337601, + 0.07810912281274796, + 0.09991578757762909, + 0.1270420402288437, + 0.22410911321640015, + 0.0814896821975708, + 0.1214008778333664, + 0.07326563447713852, + 0.06364856660366058 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.004640880040824413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978483073413372 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.00978483073413372, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978483073413372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0712522640824318, + 0.06905502080917358, + 0.04700179025530815, + 0.0877596065402031, + 0.0968254804611206, + 0.07067249715328217, + 0.08234025537967682, + 0.18981757760047913, + 0.10231130570173264, + 0.18296419084072113 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.00978483073413372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera remains still, focused on a patch of fine sand bathed in the soft afternoon sunlight. A slightly rough yet distinctly articulated hand enters the frame, tightly gripping a dark brown, dry branch riddled with tiny cracks. The tip has been worn smooth. Under the warm golden light, the hand moves steadily and deliberately, carefully touching the sand with the tip. With a slight twist of the wrist, the branch begins to slowly glide across the sand, gently pushing the pale yellow sand to the sides, leaving a clear, deep indentation. The sunlight casts subtle shadows within the grooves of the carved strokes, giving the forming handwriting a three-dimensional quality. The entire movement is fluid and focused, creating an atmosphere of tranquility, contemplation, and ritual.", + "seed": 19708, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_9764_seed_19708_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01069091227836907, + "vlm_logprob": -0.01069091227836907, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.01069091227836907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03058333322405815 + ], + "opposite_logprob_tokens": [ + -4.405583381652832 + ], + "logprob_reward": -0.03058333322405815, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.03058333322405815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06589774042367935, + 0.12046501040458679, + 0.04119999334216118, + 0.16438744962215424, + 0.1838759183883667, + 0.08834201842546463, + 0.06785622239112854, + 0.06582015752792358, + 0.12488303333520889, + 0.0772724598646164 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.03058333322405815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970619153231382 + ], + "opposite_logprob_tokens": [ + -5.130970478057861 + ], + "logprob_reward": -0.005970619153231382, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005970619153231382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07215499132871628, + 0.18616001307964325, + 0.26892122626304626, + 0.08585190773010254, + 0.024169346317648888, + 0.02908433973789215, + 0.022700432687997818, + 0.118070587515831, + 0.07553759217262268, + 0.1173495203256607 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.005970619153231382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036237069871276617 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036237069871276617, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036237069871276617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270967572927475, + 0.29417359828948975, + 0.01697617396712303, + 0.06325613707304001, + 0.12296218425035477, + 0.030698683112859726, + 0.029778024181723595, + 0.1675225794315338, + 0.08849945664405823, + 0.059036366641521454 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0036237069871276617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060061197727918625, + 0.22543072700500488, + 0.09116186946630478, + 0.0648118257522583, + 0.20931877195835114, + 0.03973034769296646, + 0.05342826247215271, + 0.12397495657205582, + 0.044116076081991196, + 0.0879659429192543 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638394996523857 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638394996523857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638394996523857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035351771861314774, + 0.17963071167469025, + 0.27003270387649536, + 0.07172851264476776, + 0.05898323655128479, + 0.039540499448776245, + 0.08277606964111328, + 0.13618405163288116, + 0.059931375086307526, + 0.06584108620882034 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.008638394996523857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera remains still, focused on a patch of fine sand bathed in the soft afternoon sunlight. A slightly rough yet distinctly articulated hand enters the frame, tightly gripping a dark brown, dry branch riddled with tiny cracks. The tip has been worn smooth. Under the warm golden light, the hand moves steadily and deliberately, carefully touching the sand with the tip. With a slight twist of the wrist, the branch begins to slowly glide across the sand, gently pushing the pale yellow sand to the sides, leaving a clear, deep indentation. The sunlight casts subtle shadows within the grooves of the carved strokes, giving the forming handwriting a three-dimensional quality. The entire movement is fluid and focused, creating an atmosphere of tranquility, contemplation, and ritual.", + "seed": 19709, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_9764_seed_19709_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014467514725401998, + "vlm_logprob": -0.014467514725401998, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.014467514725401998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04557151719927788 + ], + "opposite_logprob_tokens": [ + -3.2955715656280518 + ], + "logprob_reward": -0.04557151719927788, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04557151719927788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10521845519542694, + 0.11041825264692307, + 0.1574118286371231, + 0.12320732325315475, + 0.07093479484319687, + 0.09112350642681122, + 0.054222557693719864, + 0.10425982624292374, + 0.04615882784128189, + 0.13704463839530945 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.04557151719927788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005977017804980278 + ], + "opposite_logprob_tokens": [ + -5.130977153778076 + ], + "logprob_reward": -0.005977017804980278, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005977017804980278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10781613737344742, + 0.10649967938661575, + 0.07415280491113663, + 0.049035314470529556, + 0.045021627098321915, + 0.038286156952381134, + 0.1044331043958664, + 0.14096111059188843, + 0.24731719493865967, + 0.0864768996834755 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.005977017804980278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498126355931163 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498126355931163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498126355931163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10989769548177719, + 0.04004393145442009, + 0.07622019946575165, + 0.13170883059501648, + 0.02556036412715912, + 0.019025227054953575, + 0.07461027055978775, + 0.07116451114416122, + 0.08306002616882324, + 0.36870890855789185 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002498126355931163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409490754827857 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.00409490754827857, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409490754827857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08212660253047943, + 0.06147213280200958, + 0.03804200515151024, + 0.05269116163253784, + 0.03381103649735451, + 0.04490659013390541, + 0.11891835182905197, + 0.15598489344120026, + 0.10498718917369843, + 0.30706000328063965 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.00409490754827857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196004718542099 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196004718542099, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196004718542099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13753178715705872, + 0.08553265035152435, + 0.03462917357683182, + 0.11118662357330322, + 0.031126441434025764, + 0.023281792178750038, + 0.05889400839805603, + 0.07826163619756699, + 0.15469756722450256, + 0.2848583459854126 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014196004718542099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera remains still, focused on a patch of fine sand bathed in the soft afternoon sunlight. A slightly rough yet distinctly articulated hand enters the frame, tightly gripping a dark brown, dry branch riddled with tiny cracks. The tip has been worn smooth. Under the warm golden light, the hand moves steadily and deliberately, carefully touching the sand with the tip. With a slight twist of the wrist, the branch begins to slowly glide across the sand, gently pushing the pale yellow sand to the sides, leaving a clear, deep indentation. The sunlight casts subtle shadows within the grooves of the carved strokes, giving the forming handwriting a three-dimensional quality. The entire movement is fluid and focused, creating an atmosphere of tranquility, contemplation, and ritual.", + "seed": 19710, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_7/index_9764_seed_19710_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027671631891280413, + "vlm_logprob": -0.027671631891280413, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.027671631891280413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09543167799711227 + ], + "opposite_logprob_tokens": [ + -2.4704315662384033 + ], + "logprob_reward": -0.09543167799711227, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09543167799711227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10887570679187775, + 0.049133915454149246, + 0.054436150938272476, + 0.15554654598236084, + 0.09147223085165024, + 0.1757238507270813, + 0.16661687195301056, + 0.05469723790884018, + 0.0975814089179039, + 0.045916080474853516 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.09543167799711227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00528059434145689 + ], + "opposite_logprob_tokens": [ + -5.255280494689941 + ], + "logprob_reward": -0.00528059434145689, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00528059434145689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14308224618434906, + 0.11460965871810913, + 0.09355118870735168, + 0.14364512264728546, + 0.05824074521660805, + 0.1632297933101654, + 0.05541568994522095, + 0.08771728724241257, + 0.09024878591299057, + 0.05025947466492653 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.00528059434145689 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263044033199549 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005263044033199549, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263044033199549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0649825856089592, + 0.05762295052409172, + 0.13470587134361267, + 0.15801459550857544, + 0.12981967628002167, + 0.18767870962619781, + 0.06873928755521774, + 0.08457353711128235, + 0.045790571719408035, + 0.06807218492031097 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.005263044033199549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196240343153477 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196240343153477, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196240343153477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0925946980714798, + 0.10777979344129562, + 0.11040027439594269, + 0.05251976102590561, + 0.061898861080408096, + 0.19053144752979279, + 0.09538515657186508, + 0.1585453450679779, + 0.07934729754924774, + 0.05099736154079437 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.014196240343153477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with a still camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene focused on a patch of fine sand bathed in soft afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand visible gripping a dark brown, dry branch with tiny cracks and a worn smooth tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the branch glide across the sand, pushing pale yellow sand aside to create a clear, deep indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the shadows within the carved strokes give the handwriting a three-dimensional quality?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186602741479874 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186602741479874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186602741479874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11682330816984177, + 0.09487558901309967, + 0.06188664585351944, + 0.045032136142253876, + 0.059367239475250244, + 0.20231162011623383, + 0.09616852551698685, + 0.1463230699300766, + 0.11964897066354752, + 0.05756286159157753 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.018186602741479874 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_tensor([5307, 5307])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_tensor([5307, 5307])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66a30cc0bfcfd40e4de9d21120cd3ad44e932817 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_tensor([5307, 5307])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a first-person perspective, captured in a warm and soothing cartoon-style illustration, the camera tilts steadily downward, as if we're curiously observing the world through our own eyes. We see parts of ourselves: our chests and forelegs, covered in smooth, rounded scales. These scales shimmer in the soft sunlight, a macaron-like hue—a blend of pale pink, mint green, and buttery yellow, creating a dreamy, pearlescent texture. Directly before us, amidst a vibrant, emerald green meadow, a spring gurgles between pebbles covered in soft, mossy grass. The water is crystal clear, its surface shimmering with shimmering bubbles. Attracted by this vitality, we cautiously lift one of our tiny front hooves, its tip gleaming like a pearl, and with a hint of innocent tentativeness, gently tap it toward the center of the rippling spring. The moment the hoof tip touches the water, circles of ripples with a soft halo spread outward, and a few crystal drops of water were splashed. Under the warm golden sunlight, they sparkled like tiny diamonds. The whole picture is full of tranquility, innocence and a wonderful sense of exploration.", + "seed": 18345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_5307_seed_18345_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0188851073384285, + "vlm_logprob": -0.0188851073384285, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.0188851073384285, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01589215360581875 + ], + "opposite_logprob_tokens": [ + -4.265892028808594 + ], + "logprob_reward": -0.01589215360581875, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01589215360581875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19020958244800568, + 0.028823552653193474, + 0.0793314054608345, + 0.04164310544729233, + 0.03852175548672676, + 0.03680656850337982, + 0.240595281124115, + 0.11107468605041504, + 0.16356825828552246, + 0.06942587345838547 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.01589215360581875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207640662789345 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207640662789345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207640662789345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14638830721378326, + 0.03502900153398514, + 0.06587627530097961, + 0.06685680150985718, + 0.06474434584379196, + 0.01699715480208397, + 0.2886650264263153, + 0.1368970423936844, + 0.12239524722099304, + 0.05615074932575226 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.014207640662789345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632455296814442 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632455296814442, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632455296814442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12195870280265808, + 0.06171707808971405, + 0.03651396930217743, + 0.17112182080745697, + 0.04149604216217995, + 0.02358793467283249, + 0.1210714802145958, + 0.08036652207374573, + 0.13174386322498322, + 0.2104225605726242 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.004632455296814442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068257503211498 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068257503211498, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068257503211498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09282082319259644, + 0.09756199270486832, + 0.025501765310764313, + 0.038791473954916, + 0.03709960728883743, + 0.045635346323251724, + 0.22239510715007782, + 0.11578521877527237, + 0.2563261389732361, + 0.06808255612850189 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.011068257503211498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862502962350845 + ], + "opposite_logprob_tokens": [ + -3.0486249923706055 + ], + "logprob_reward": -0.04862502962350845, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862502962350845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16821631789207458, + 0.12316597998142242, + 0.09776689857244492, + 0.08225101977586746, + 0.045910850167274475, + 0.0383116714656353, + 0.2023303508758545, + 0.07647158950567245, + 0.10646024346351624, + 0.059115100651979446 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.04862502962350845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a first-person perspective, captured in a warm and soothing cartoon-style illustration, the camera tilts steadily downward, as if we're curiously observing the world through our own eyes. We see parts of ourselves: our chests and forelegs, covered in smooth, rounded scales. These scales shimmer in the soft sunlight, a macaron-like hue—a blend of pale pink, mint green, and buttery yellow, creating a dreamy, pearlescent texture. Directly before us, amidst a vibrant, emerald green meadow, a spring gurgles between pebbles covered in soft, mossy grass. The water is crystal clear, its surface shimmering with shimmering bubbles. Attracted by this vitality, we cautiously lift one of our tiny front hooves, its tip gleaming like a pearl, and with a hint of innocent tentativeness, gently tap it toward the center of the rippling spring. The moment the hoof tip touches the water, circles of ripples with a soft halo spread outward, and a few crystal drops of water were splashed. Under the warm golden sunlight, they sparkled like tiny diamonds. The whole picture is full of tranquility, innocence and a wonderful sense of exploration.", + "seed": 18346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_5307_seed_18346_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024346564430743456, + "vlm_logprob": -0.024346564430743456, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.024346564430743456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007288296241313219 + ], + "opposite_logprob_tokens": [ + -5.007288455963135 + ], + "logprob_reward": -0.007288296241313219, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007288296241313219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7749419808387756, + 0.026529042050242424, + 0.054893676191568375, + 0.01558141689747572, + 0.0228358656167984, + 0.02684461697936058, + 0.03556719422340393, + 0.012184040620923042, + 0.01850067637860775, + 0.01212143525481224 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.007288296241313219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205524697899818 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205524697899818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205524697899818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3503608703613281, + 0.12518565356731415, + 0.1223878487944603, + 0.03015626221895218, + 0.05305115506052971, + 0.10435941070318222, + 0.12058162689208984, + 0.030410533770918846, + 0.03419472277164459, + 0.0293118879199028 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014205524697899818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605992205440998 + ], + "opposite_logprob_tokens": [ + -4.141059875488281 + ], + "logprob_reward": -0.01605992205440998, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605992205440998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23133790493011475, + 0.04901198670268059, + 0.09699296206235886, + 0.03319697082042694, + 0.18842566013336182, + 0.15612243115901947, + 0.06905350834131241, + 0.08977386355400085, + 0.049042727798223495, + 0.03704189509153366 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.01605992205440998 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190716668963432 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190716668963432, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190716668963432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.552078366279602, + 0.037267159670591354, + 0.05268063396215439, + 0.017892368137836456, + 0.06380530446767807, + 0.06040059030056, + 0.08858312666416168, + 0.03472040221095085, + 0.021142173558473587, + 0.07142980396747589 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.014190716668963432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998836249113083 + ], + "opposite_logprob_tokens": [ + -2.694988250732422 + ], + "logprob_reward": -0.06998836249113083, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998836249113083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6760862469673157, + 0.053801704198122025, + 0.041684478521347046, + 0.03168119490146637, + 0.03422221913933754, + 0.05704112723469734, + 0.04252693057060242, + 0.02987774647772312, + 0.012196206487715244, + 0.020882144570350647 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06998836249113083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a first-person perspective, captured in a warm and soothing cartoon-style illustration, the camera tilts steadily downward, as if we're curiously observing the world through our own eyes. We see parts of ourselves: our chests and forelegs, covered in smooth, rounded scales. These scales shimmer in the soft sunlight, a macaron-like hue—a blend of pale pink, mint green, and buttery yellow, creating a dreamy, pearlescent texture. Directly before us, amidst a vibrant, emerald green meadow, a spring gurgles between pebbles covered in soft, mossy grass. The water is crystal clear, its surface shimmering with shimmering bubbles. Attracted by this vitality, we cautiously lift one of our tiny front hooves, its tip gleaming like a pearl, and with a hint of innocent tentativeness, gently tap it toward the center of the rippling spring. The moment the hoof tip touches the water, circles of ripples with a soft halo spread outward, and a few crystal drops of water were splashed. Under the warm golden sunlight, they sparkled like tiny diamonds. The whole picture is full of tranquility, innocence and a wonderful sense of exploration.", + "seed": 18347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_5307_seed_18347_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015514790080487728, + "vlm_logprob": -0.015514790080487728, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.015514790080487728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023898165673017502 + ], + "opposite_logprob_tokens": [ + -3.773898124694824 + ], + "logprob_reward": -0.023898165673017502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023898165673017502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1228516697883606, + 0.057024307548999786, + 0.05691574141383171, + 0.05262347310781479, + 0.5423481464385986, + 0.04897056147456169, + 0.03290260210633278, + 0.04700933396816254, + 0.018113311380147934, + 0.02124083787202835 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023898165673017502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12930196523666382, + 0.1425064504146576, + 0.06664751470088959, + 0.030756887048482895, + 0.33401617407798767, + 0.053808510303497314, + 0.08745215088129044, + 0.11578735709190369, + 0.015472909435629845, + 0.024250101298093796 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.004644202534109354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006728137377649546 + ], + "opposite_logprob_tokens": [ + -5.006728172302246 + ], + "logprob_reward": -0.006728137377649546, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006728137377649546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0868343859910965, + 0.26743295788764954, + 0.06381560862064362, + 0.06046515703201294, + 0.13732551038265228, + 0.05692828446626663, + 0.04667176678776741, + 0.22174672782421112, + 0.026231570169329643, + 0.03254808485507965 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.006728137377649546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630240336060524 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630240336060524, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630240336060524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04907630756497383, + 0.11114422231912613, + 0.05446775257587433, + 0.055258169770240784, + 0.13954131305217743, + 0.05613920837640762, + 0.059962496161460876, + 0.42402562499046326, + 0.023008497431874275, + 0.027376430109143257 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.008630240336060524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033673204481601715 + ], + "opposite_logprob_tokens": [ + -3.4086732864379883 + ], + "logprob_reward": -0.033673204481601715, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033673204481601715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059123117476701736, + 0.41328179836273193, + 0.1008271798491478, + 0.049925971776247025, + 0.07823730260133743, + 0.06453645974397659, + 0.07579416781663895, + 0.06057631969451904, + 0.029277529567480087, + 0.06842023134231567 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.033673204481601715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a first-person perspective, captured in a warm and soothing cartoon-style illustration, the camera tilts steadily downward, as if we're curiously observing the world through our own eyes. We see parts of ourselves: our chests and forelegs, covered in smooth, rounded scales. These scales shimmer in the soft sunlight, a macaron-like hue—a blend of pale pink, mint green, and buttery yellow, creating a dreamy, pearlescent texture. Directly before us, amidst a vibrant, emerald green meadow, a spring gurgles between pebbles covered in soft, mossy grass. The water is crystal clear, its surface shimmering with shimmering bubbles. Attracted by this vitality, we cautiously lift one of our tiny front hooves, its tip gleaming like a pearl, and with a hint of innocent tentativeness, gently tap it toward the center of the rippling spring. The moment the hoof tip touches the water, circles of ripples with a soft halo spread outward, and a few crystal drops of water were splashed. Under the warm golden sunlight, they sparkled like tiny diamonds. The whole picture is full of tranquility, innocence and a wonderful sense of exploration.", + "seed": 18348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_8/index_5307_seed_18348_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013046877458691597, + "vlm_logprob": -0.013046877458691597, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.013046877458691597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004788478836417198 + ], + "opposite_logprob_tokens": [ + -5.629788398742676 + ], + "logprob_reward": -0.004788478836417198, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004788478836417198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2956743538379669, + 0.1611855924129486, + 0.06411732733249664, + 0.04825255647301674, + 0.05101405829191208, + 0.11848437786102295, + 0.04799213260412216, + 0.05952218174934387, + 0.09554707258939743, + 0.05821032449603081 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004788478836417198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13328854739665985, + 0.14364616572856903, + 0.06965319812297821, + 0.09656136482954025, + 0.07915576547384262, + 0.07628550380468369, + 0.0936688557267189, + 0.053596869111061096, + 0.15863439440727234, + 0.09550932049751282 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814263105392456 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.002814263105392456, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814263105392456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07920122891664505, + 0.05409688130021095, + 0.038015980273485184, + 0.05494099482893944, + 0.09974848479032516, + 0.27453163266181946, + 0.12721681594848633, + 0.03157282993197441, + 0.06958495080471039, + 0.171090230345726 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.002814263105392456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280037567019463 + ], + "opposite_logprob_tokens": [ + -3.773280143737793 + ], + "logprob_reward": -0.023280037567019463, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280037567019463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14948156476020813, + 0.06614851951599121, + 0.08770771324634552, + 0.2560528516769409, + 0.058248624205589294, + 0.07631639391183853, + 0.02078702487051487, + 0.04757746681571007, + 0.09984090179204941, + 0.1378389298915863 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.023280037567019463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a warm and soothing cartoon-style illustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the viewer's chest and forelegs visible, covered in smooth rounded scales of pale pink, mint green, and buttery yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a vibrant emerald green meadow with a gurgling spring containing pebbles and mossy grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature lift a tiny front hoof with a pearl-like tip to gently tap the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt steadily downward from a first-person perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02326955646276474 + ], + "opposite_logprob_tokens": [ + -3.7732696533203125 + ], + "logprob_reward": -0.02326955646276474, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02326955646276474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13870304822921753, + 0.11443478614091873, + 0.07887078076601028, + 0.1291629672050476, + 0.10204018652439117, + 0.07146402448415756, + 0.041595861315727234, + 0.05018949508666992, + 0.08074405789375305, + 0.1927947700023651 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.02326955646276474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_tensor([6113, 6113])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_tensor([6113, 6113])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2dee4a1230d1d35420b649adbd404e2edd357bb1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_tensor([6113, 6113])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth 360-degree orbiting shot, beginning from a slightly upward perspective, slowly sweeps across a vast, silent battlefield ruin. Countless rusted broadswords and broken spears pierce the cracked, parched earth. Shattered kite-shaped shields and scattered fragments of armor mingle with the charred remains of chariots. In the distance, the outline of a crumbling castle looms beneath swirling clouds. The world takes on the quality of a classical painting in progress. A dramatic beam of light, like something from a Rembrandt, penetrates the thick clouds and casts a precise spotlight on the center of the battlefield, illuminating the cold silver-grey reflections of metal weapons and the dark crimson of congealed blood. The image is rich and textured, as if imagining brushstrokes of wet paint layered across the canvas. The dominant color palette, composed of deep ochres and earthy browns, creates a sense of epic poignancy and eternal tranquility. The camera, as it rotates, freezes the finale of this battle into a work of art imbued with power and sorrow.", + "seed": 2646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_6113_seed_2646_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2499538239091635, + "vlm_logprob": -0.2499538239091635, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.2499538239091635, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1413118839263916 + ], + "opposite_logprob_tokens": [ + -0.3913118541240692 + ], + "logprob_reward": -1.1413118839263916, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1413118839263916, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.35318443179130554, + 0.2940765619277954, + 0.03628818690776825, + 0.06510055810213089, + 0.05405028909444809, + 0.04623468592762947, + 0.06944306939840317, + 0.027074486017227173, + 0.02030753716826439, + 0.03424021229147911 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -1.1413118839263916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103861033916473 + ], + "opposite_logprob_tokens": [ + -4.511103630065918 + ], + "logprob_reward": -0.011103861033916473, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103861033916473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23493655025959015, + 0.4955958425998688, + 0.026387253776192665, + 0.017736831679940224, + 0.017387336120009422, + 0.014204286970198154, + 0.09060627222061157, + 0.03792509809136391, + 0.024370862171053886, + 0.04084969684481621 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011103861033916473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369717672467232 + ], + "opposite_logprob_tokens": [ + -3.4086971282958984 + ], + "logprob_reward": -0.03369717672467232, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369717672467232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10138548165559769, + 0.33756574988365173, + 0.03259237855672836, + 0.042184777557849884, + 0.10259240120649338, + 0.05806063860654831, + 0.17436620593070984, + 0.029014309868216515, + 0.061751216650009155, + 0.06048687919974327 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.03369717672467232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306933656334877 + ], + "opposite_logprob_tokens": [ + -3.168069362640381 + ], + "logprob_reward": -0.04306933656334877, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306933656334877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10642104595899582, + 0.5823560953140259, + 0.07805976271629333, + 0.019915753975510597, + 0.03864286094903946, + 0.027252398431301117, + 0.08828263729810715, + 0.01870877295732498, + 0.020532187074422836, + 0.019828470423817635 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.04306933656334877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586861297488213 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586861297488213, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586861297488213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07742124050855637, + 0.16705045104026794, + 0.030806848779320717, + 0.015890447422862053, + 0.015566078945994377, + 0.018008867278695107, + 0.3320428133010864, + 0.1652720868587494, + 0.12228487432003021, + 0.055656228214502335 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.020586861297488213 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth 360-degree orbiting shot, beginning from a slightly upward perspective, slowly sweeps across a vast, silent battlefield ruin. Countless rusted broadswords and broken spears pierce the cracked, parched earth. Shattered kite-shaped shields and scattered fragments of armor mingle with the charred remains of chariots. In the distance, the outline of a crumbling castle looms beneath swirling clouds. The world takes on the quality of a classical painting in progress. A dramatic beam of light, like something from a Rembrandt, penetrates the thick clouds and casts a precise spotlight on the center of the battlefield, illuminating the cold silver-grey reflections of metal weapons and the dark crimson of congealed blood. The image is rich and textured, as if imagining brushstrokes of wet paint layered across the canvas. The dominant color palette, composed of deep ochres and earthy browns, creates a sense of epic poignancy and eternal tranquility. The camera, as it rotates, freezes the finale of this battle into a work of art imbued with power and sorrow.", + "seed": 2647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_6113_seed_2647_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2428220234811306, + "vlm_logprob": -0.2428220234811306, + "vlm_yes_no_margin": 2.874999988079071, + "vlm_token_credit": -0.2428220234811306, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0566763877868652 + ], + "opposite_logprob_tokens": [ + -0.43167632818222046 + ], + "logprob_reward": -1.0566763877868652, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0566763877868652, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4222797751426697, + 0.04200514033436775, + 0.05251788720488548, + 0.027532674372196198, + 0.03700307384133339, + 0.06358208507299423, + 0.08075646311044693, + 0.17729440331459045, + 0.056878771632909775, + 0.04014968499541283 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -1.0566763877868652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008666167967021465 + ], + "opposite_logprob_tokens": [ + -4.758666038513184 + ], + "logprob_reward": -0.008666167967021465, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008666167967021465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2498658001422882, + 0.13652212917804718, + 0.051906030625104904, + 0.039026856422424316, + 0.03188779950141907, + 0.08821410685777664, + 0.08174154162406921, + 0.22968091070652008, + 0.06409052759408951, + 0.027064397931098938 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.008666167967021465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293075233697891 + ], + "opposite_logprob_tokens": [ + -2.2379307746887207 + ], + "logprob_reward": -0.11293075233697891, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293075233697891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09749714285135269, + 0.05841811001300812, + 0.06634869426488876, + 0.054751984775066376, + 0.07735925912857056, + 0.20818975567817688, + 0.18246906995773315, + 0.10997827351093292, + 0.1127803772687912, + 0.03220733255147934 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.11293075233697891 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545124627649784 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545124627649784, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545124627649784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23208065330982208, + 0.062082838267087936, + 0.03367472440004349, + 0.05080967769026756, + 0.10851766169071198, + 0.07273872196674347, + 0.11457055807113647, + 0.18334977328777313, + 0.0859822928905487, + 0.05619309842586517 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012545124627649784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291684687137604 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291684687137604, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291684687137604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22406111657619476, + 0.0651581659913063, + 0.0982484370470047, + 0.03445085883140564, + 0.047411154955625534, + 0.17737090587615967, + 0.10953133553266525, + 0.07001416385173798, + 0.10913634300231934, + 0.06461755931377411 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023291684687137604 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth 360-degree orbiting shot, beginning from a slightly upward perspective, slowly sweeps across a vast, silent battlefield ruin. Countless rusted broadswords and broken spears pierce the cracked, parched earth. Shattered kite-shaped shields and scattered fragments of armor mingle with the charred remains of chariots. In the distance, the outline of a crumbling castle looms beneath swirling clouds. The world takes on the quality of a classical painting in progress. A dramatic beam of light, like something from a Rembrandt, penetrates the thick clouds and casts a precise spotlight on the center of the battlefield, illuminating the cold silver-grey reflections of metal weapons and the dark crimson of congealed blood. The image is rich and textured, as if imagining brushstrokes of wet paint layered across the canvas. The dominant color palette, composed of deep ochres and earthy browns, creates a sense of epic poignancy and eternal tranquility. The camera, as it rotates, freezes the finale of this battle into a work of art imbued with power and sorrow.", + "seed": 2648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_6113_seed_2648_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23921323344111442, + "vlm_logprob": -0.23921323344111442, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.23921323344111442, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9771395325660706 + ], + "opposite_logprob_tokens": [ + -0.47713953256607056 + ], + "logprob_reward": -0.9771395325660706, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9771395325660706, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06703650206327438, + 0.0838935598731041, + 0.07974032312631607, + 0.09338495135307312, + 0.10716886818408966, + 0.13048405945301056, + 0.04808436334133148, + 0.085560642182827, + 0.2581924498081207, + 0.046454235911369324 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.9771395325660706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009808794595301151 + ], + "opposite_logprob_tokens": [ + -4.6348090171813965 + ], + "logprob_reward": -0.009808794595301151, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009808794595301151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08759481459856033, + 0.06800960749387741, + 0.10377120971679688, + 0.13526307046413422, + 0.07582079619169235, + 0.10249391943216324, + 0.046824753284454346, + 0.09645138680934906, + 0.1478465497493744, + 0.13592390716075897 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.009808794595301151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988726496696472 + ], + "opposite_logprob_tokens": [ + -1.804887294769287 + ], + "logprob_reward": -0.17988726496696472, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988726496696472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1202203705906868, + 0.039468828588724136, + 0.07582948356866837, + 0.2713603079319, + 0.12192675471305847, + 0.07340305298566818, + 0.046285007148981094, + 0.03597499057650566, + 0.09099172800779343, + 0.12453944981098175 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.17988726496696472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643713779747486 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643713779747486, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643713779747486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029528329148888588, + 0.020625963807106018, + 0.15182015299797058, + 0.03645830973982811, + 0.07595326006412506, + 0.055066779255867004, + 0.01641254313290119, + 0.01410228293389082, + 0.5593339204788208, + 0.04069844260811806 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.008643713779747486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586861297488213 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586861297488213, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586861297488213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10114849358797073, + 0.024788465350866318, + 0.058515261858701706, + 0.06312248855829239, + 0.05204133689403534, + 0.21437644958496094, + 0.10743509232997894, + 0.02376127615571022, + 0.25320881605148315, + 0.10160232335329056 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.020586861297488213 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth 360-degree orbiting shot, beginning from a slightly upward perspective, slowly sweeps across a vast, silent battlefield ruin. Countless rusted broadswords and broken spears pierce the cracked, parched earth. Shattered kite-shaped shields and scattered fragments of armor mingle with the charred remains of chariots. In the distance, the outline of a crumbling castle looms beneath swirling clouds. The world takes on the quality of a classical painting in progress. A dramatic beam of light, like something from a Rembrandt, penetrates the thick clouds and casts a precise spotlight on the center of the battlefield, illuminating the cold silver-grey reflections of metal weapons and the dark crimson of congealed blood. The image is rich and textured, as if imagining brushstrokes of wet paint layered across the canvas. The dominant color palette, composed of deep ochres and earthy browns, creates a sense of epic poignancy and eternal tranquility. The camera, as it rotates, freezes the finale of this battle into a work of art imbued with power and sorrow.", + "seed": 2649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000001/group_9/index_6113_seed_2649_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16724236235022544, + "vlm_logprob": -0.16724236235022544, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.16724236235022544, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6955190300941467 + ], + "opposite_logprob_tokens": [ + -0.6955190300941467 + ], + "logprob_reward": -0.6955190300941467, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6955190300941467, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13804291188716888, + 0.15161560475826263, + 0.09783308207988739, + 0.07566110044717789, + 0.14283831417560577, + 0.08325444906949997, + 0.12969301640987396, + 0.09148786216974258, + 0.03297775238752365, + 0.05659595504403114 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.6955190300941467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422045100480318 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.01422045100480318, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422045100480318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09961254894733429, + 0.17750917375087738, + 0.06127524748444557, + 0.14757581055164337, + 0.09885985404253006, + 0.1779760867357254, + 0.06224420294165611, + 0.10228421539068222, + 0.04257747530937195, + 0.03008539043366909 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.01422045100480318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890389159321785 + ], + "opposite_logprob_tokens": [ + -2.464038848876953 + ], + "logprob_reward": -0.0890389159321785, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890389159321785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17119468748569489, + 0.09685138612985611, + 0.13218896090984344, + 0.07038864493370056, + 0.162678524851799, + 0.12981705367565155, + 0.0820322185754776, + 0.10785112529993057, + 0.024078138172626495, + 0.022919217124581337 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0890389159321785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355018839240074 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355018839240074, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355018839240074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03774290159344673, + 0.018935076892375946, + 0.014190536923706532, + 0.02686067298054695, + 0.04170447215437889, + 0.07014396041631699, + 0.44400671124458313, + 0.043119724839925766, + 0.28799566626548767, + 0.015300365164875984 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.026355018839240074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless rusted broadswords and broken spears visible piercing the cracked, parched earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumbling castle visible in the distance beneath swirling clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dramatic beam of light penetrating the clouds to cast a spotlight on the center of the battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit a classical painting-in-progress aesthetic with visible brushstroke textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078395880758762 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078395880758762, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078395880758762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08810792863368988, + 0.043070416897535324, + 0.04942581057548523, + 0.08501289784908295, + 0.2123061865568161, + 0.12636931240558624, + 0.19010594487190247, + 0.06059936806559563, + 0.09647513180971146, + 0.04852697253227234 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.011078395880758762 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_tensor([6685, 6685])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_tensor([6685, 6685])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1b469ba84f6843f0d0798ba61484cce797005c2d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_tensor([6685, 6685])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of a high-speed sports documentary, low-angle cameras linger perilously close to the ground, executing fast, aggressive shots to follow the action. The iconic boxy silhouette of a classic, wide-arched Renault 5 Turbo rally car, painted a stark, vibrant white and adorned with a bold, vibrant yellow livery, races along a treacherous, waterlogged dirt track. A torrential downpour mercilessly transforms the track into a raging ocean of sticky, chocolate-brown mud and murky, stagnant water. The car slams violently into a deep puddle, its front bumper acting like a battering ram, detonating a massive, sculpted wave of mud and water that erupts and arcs through the air. Its powerful, round, twin headlights pierce the deluge with an intense white beam, cutting through the downpour and gleaming across the roiling surface. The wide, knobby rally tires spin frantically, desperately clawing purchase on the slick, unpredictable surface, causing the rear end to fishtail slightly as the driver expertly fights for traction, creating a visceral, chaotic ballet of man and machine against the elements that creates a raw, high-stakes atmosphere.", + "seed": 4210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_6685_seed_4210_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010571200796402992, + "vlm_logprob": -0.010571200796402992, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.010571200796402992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01371778268367052 + ], + "opposite_logprob_tokens": [ + -4.3887176513671875 + ], + "logprob_reward": -0.01371778268367052, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01371778268367052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07964789867401123, + 0.05495821684598923, + 0.19475924968719482, + 0.13224700093269348, + 0.10007771849632263, + 0.0707649439573288, + 0.20644596219062805, + 0.0772392526268959, + 0.048524241894483566, + 0.03533551096916199 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.01371778268367052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302631452679634 + ], + "opposite_logprob_tokens": [ + -3.7733025550842285 + ], + "logprob_reward": -0.023302631452679634, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302631452679634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10541421920061111, + 0.08654215931892395, + 0.2072712928056717, + 0.15193475782871246, + 0.047056227922439575, + 0.0752638503909111, + 0.0791296660900116, + 0.035858310759067535, + 0.04152008518576622, + 0.17000944912433624 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.023302631452679634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019417019793763757 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019417019793763757, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019417019793763757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2944546937942505, + 0.1723577231168747, + 0.1157207190990448, + 0.08311580866575241, + 0.017098261043429375, + 0.04846680909395218, + 0.18660090863704681, + 0.027091462165117264, + 0.01714174635708332, + 0.03795189410448074 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0019417019793763757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028203255496919155 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028203255496919155, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028203255496919155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49848198890686035, + 0.17225182056427002, + 0.057475924491882324, + 0.064052052795887, + 0.021403446793556213, + 0.02337261661887169, + 0.055902667343616486, + 0.0473579578101635, + 0.03303953632712364, + 0.026661965996026993 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0028203255496919155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36848971247673035, + 0.10239928215742111, + 0.09178684651851654, + 0.06246248260140419, + 0.0392061248421669, + 0.07854150235652924, + 0.0966806635260582, + 0.06003310903906822, + 0.03148786351084709, + 0.06891238689422607 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.011073562316596508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, low-angle cameras linger perilously close to the ground, executing fast, aggressive shots to follow the action. The iconic boxy silhouette of a classic, wide-arched Renault 5 Turbo rally car, painted a stark, vibrant white and adorned with a bold, vibrant yellow livery, races along a treacherous, waterlogged dirt track. A torrential downpour mercilessly transforms the track into a raging ocean of sticky, chocolate-brown mud and murky, stagnant water. The car slams violently into a deep puddle, its front bumper acting like a battering ram, detonating a massive, sculpted wave of mud and water that erupts and arcs through the air. Its powerful, round, twin headlights pierce the deluge with an intense white beam, cutting through the downpour and gleaming across the roiling surface. The wide, knobby rally tires spin frantically, desperately clawing purchase on the slick, unpredictable surface, causing the rear end to fishtail slightly as the driver expertly fights for traction, creating a visceral, chaotic ballet of man and machine against the elements that creates a raw, high-stakes atmosphere.", + "seed": 4211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_6685_seed_4211_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01570175802335143, + "vlm_logprob": -0.01570175802335143, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.01570175802335143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02229424938559532 + ], + "opposite_logprob_tokens": [ + -3.897294282913208 + ], + "logprob_reward": -0.02229424938559532, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02229424938559532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18929271399974823, + 0.03864332288503647, + 0.13351310789585114, + 0.14646151661872864, + 0.14719918370246887, + 0.09973513334989548, + 0.05239732936024666, + 0.06904546916484833, + 0.05233866721391678, + 0.07137353718280792 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02229424938559532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330728992819786 + ], + "opposite_logprob_tokens": [ + -3.7733073234558105 + ], + "logprob_reward": -0.02330728992819786, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330728992819786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07768184691667557, + 0.1021234542131424, + 0.15385042130947113, + 0.1356789916753769, + 0.07259978353977203, + 0.2024662047624588, + 0.08785337209701538, + 0.07079531252384186, + 0.04359845072031021, + 0.053352221846580505 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.02330728992819786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083347722887993 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083347722887993, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083347722887993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15126003324985504, + 0.09511557966470718, + 0.06712678074836731, + 0.15674614906311035, + 0.12968246638774872, + 0.19185027480125427, + 0.023769211024045944, + 0.11263769119977951, + 0.027483174577355385, + 0.04432864487171173 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.011083347722887993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821400061249733, + 0.21842274069786072, + 0.10100197792053223, + 0.14285112917423248, + 0.0969424694776535, + 0.16586531698703766, + 0.040259744971990585, + 0.015286226756870747, + 0.04692845791578293, + 0.09030192345380783 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11291184276342392, + 0.18298198282718658, + 0.1107989102602005, + 0.15131545066833496, + 0.07109913975000381, + 0.22267591953277588, + 0.032788701355457306, + 0.025642385706305504, + 0.04009616747498512, + 0.04968952387571335 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.014194007031619549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, low-angle cameras linger perilously close to the ground, executing fast, aggressive shots to follow the action. The iconic boxy silhouette of a classic, wide-arched Renault 5 Turbo rally car, painted a stark, vibrant white and adorned with a bold, vibrant yellow livery, races along a treacherous, waterlogged dirt track. A torrential downpour mercilessly transforms the track into a raging ocean of sticky, chocolate-brown mud and murky, stagnant water. The car slams violently into a deep puddle, its front bumper acting like a battering ram, detonating a massive, sculpted wave of mud and water that erupts and arcs through the air. Its powerful, round, twin headlights pierce the deluge with an intense white beam, cutting through the downpour and gleaming across the roiling surface. The wide, knobby rally tires spin frantically, desperately clawing purchase on the slick, unpredictable surface, causing the rear end to fishtail slightly as the driver expertly fights for traction, creating a visceral, chaotic ballet of man and machine against the elements that creates a raw, high-stakes atmosphere.", + "seed": 4212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_6685_seed_4212_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010535151697695255, + "vlm_logprob": -0.010535151697695255, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.010535151697695255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020659729838371277 + ], + "opposite_logprob_tokens": [ + -4.020659923553467 + ], + "logprob_reward": -0.020659729838371277, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020659729838371277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.266520231962204, + 0.07452590763568878, + 0.16901445388793945, + 0.017004337161779404, + 0.0373859629034996, + 0.10462991148233414, + 0.029371948912739754, + 0.05392804741859436, + 0.1706918179988861, + 0.07692742347717285 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.020659729838371277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548773549497128 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012548773549497128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548773549497128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2684107720851898, + 0.14704567193984985, + 0.08112501353025436, + 0.025179676711559296, + 0.0419684536755085, + 0.14463408291339874, + 0.04897656664252281, + 0.04909685626626015, + 0.05823332816362381, + 0.13532960414886475 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.012548773549497128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096925724297762 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004096925724297762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096925724297762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3447610139846802, + 0.08688966929912567, + 0.05361106991767883, + 0.03025668114423752, + 0.05022704601287842, + 0.13240709900856018, + 0.07366299629211426, + 0.025744415819644928, + 0.1200762391090393, + 0.08236368000507355 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.004096925724297762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15287528932094574, + 0.1384567767381668, + 0.1148911863565445, + 0.02575094997882843, + 0.03922395408153534, + 0.11938159912824631, + 0.019097285345196724, + 0.0685901939868927, + 0.2675461173057556, + 0.054186660796403885 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634377270936966 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634377270936966, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634377270936966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16014616191387177, + 0.0799775943160057, + 0.09768885374069214, + 0.029515394940972328, + 0.07319487631320953, + 0.11971565335988998, + 0.032660894095897675, + 0.021453723311424255, + 0.2607496380805969, + 0.12489715218544006 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.008634377270936966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a high-speed sports documentary, low-angle cameras linger perilously close to the ground, executing fast, aggressive shots to follow the action. The iconic boxy silhouette of a classic, wide-arched Renault 5 Turbo rally car, painted a stark, vibrant white and adorned with a bold, vibrant yellow livery, races along a treacherous, waterlogged dirt track. A torrential downpour mercilessly transforms the track into a raging ocean of sticky, chocolate-brown mud and murky, stagnant water. The car slams violently into a deep puddle, its front bumper acting like a battering ram, detonating a massive, sculpted wave of mud and water that erupts and arcs through the air. Its powerful, round, twin headlights pierce the deluge with an intense white beam, cutting through the downpour and gleaming across the roiling surface. The wide, knobby rally tires spin frantically, desperately clawing purchase on the slick, unpredictable surface, causing the rear end to fishtail slightly as the driver expertly fights for traction, creating a visceral, chaotic ballet of man and machine against the elements that creates a raw, high-stakes atmosphere.", + "seed": 4213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_0/index_6685_seed_4213_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012407708074897527, + "vlm_logprob": -0.012407708074897527, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.012407708074897527, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014250301755964756 + ], + "opposite_logprob_tokens": [ + -4.3892502784729 + ], + "logprob_reward": -0.014250301755964756, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014250301755964756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331057846546173, + 0.06435078382492065, + 0.0879676416516304, + 0.224835604429245, + 0.051950566470623016, + 0.1772914081811905, + 0.12335263937711716, + 0.037440329790115356, + 0.07442094385623932, + 0.025284238159656525 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.014250301755964756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2545761168003082, + 0.059026848524808884, + 0.07858352363109589, + 0.24078772962093353, + 0.03815451264381409, + 0.10531604290008545, + 0.045220497995615005, + 0.07407129555940628, + 0.06872347742319107, + 0.03553996607661247 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205826573073864 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205826573073864, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205826573073864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18953253328800201, + 0.051820021122694016, + 0.06710336357355118, + 0.32739654183387756, + 0.027238426730036736, + 0.14150390028953552, + 0.020516205579042435, + 0.09403077512979507, + 0.04486934468150139, + 0.03598884120583534 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0205826573073864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12599584460258484, + 0.06238901987671852, + 0.0728268176317215, + 0.3334804177284241, + 0.04758809506893158, + 0.06748766452074051, + 0.04288196191191673, + 0.024704962968826294, + 0.1428288072347641, + 0.07981642335653305 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.007631197106093168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic Renault 5 Turbo rally car with a boxy silhouette and wide arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car painted stark white with a bold, vibrant yellow livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a waterlogged dirt track covered in sticky, chocolate-brown mud and murky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car slam into a deep puddle, creating a massive wave of mud and water that erupts and arcs through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the camera shots low-angle, perilously close to the ground, and fast/aggressive?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978010892868042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.00978010892868042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978010892868042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945221722126007, + 0.06994075328111649, + 0.059502262622117996, + 0.17879943549633026, + 0.03187708184123039, + 0.06735794991254807, + 0.03596419468522072, + 0.06550324708223343, + 0.1937885582447052, + 0.10274429619312286 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.00978010892868042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_tensor([7191, 7191])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_tensor([7191, 7191])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4a891f50aafc1404d68171a6d8b3d805417d193b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_tensor([7191, 7191])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme wide shot, captured from a completely still and distant perspective, frames the scene like a living ink painting, imbuing it with a profound tranquility. The majestic Taj Mahal, rendered in luminous white marble, stands in perfect symmetry above a soft, gray, hazy sky that diffuses the light and shrouds the horizon in an ethereal mist. In the foreground, the dark, calm waters of the Yamuna River flow steadily and deliberately from left to right. The gentle flow creates a continuous series of soft, subtle ripples that elegantly disrupt the monument's perfect mirror image, causing its reflection to shimmer and distort in a slow, hypnotic dance. The entire composition adheres to a monochromatic palette, dominated by subtle gradations of white, ink-like grays, and charcoal tones, emphasizing the iconic structure's majestic scale and serene, ethereal beauty in a moment of absolute peace.", + "seed": 28137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_7191_seed_28137_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09974403586238623, + "vlm_logprob": -0.09974403586238623, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09974403586238623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0893978551030159 + ], + "opposite_logprob_tokens": [ + -2.46439790725708 + ], + "logprob_reward": -0.0893978551030159, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0893978551030159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18424072861671448, + 0.09810252487659454, + 0.12985052168369293, + 0.018457265570759773, + 0.24337713420391083, + 0.23058448731899261, + 0.016318242996931076, + 0.015069758519530296, + 0.008990373462438583, + 0.055008936673402786 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0893978551030159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01257337722927332 + ], + "opposite_logprob_tokens": [ + -4.3875732421875 + ], + "logprob_reward": -0.01257337722927332, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01257337722927332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07301335781812668, + 0.06129118427634239, + 0.16316604614257812, + 0.02102677896618843, + 0.3049101233482361, + 0.2537459433078766, + 0.013108842074871063, + 0.020248644053936005, + 0.01904509961605072, + 0.07044398784637451 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.01257337722927332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135913610458374 + ], + "opposite_logprob_tokens": [ + -1.4063591957092285 + ], + "logprob_reward": -0.28135913610458374, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135913610458374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2004794031381607, + 0.09626706689596176, + 0.2133171409368515, + 0.029654603451490402, + 0.1465613692998886, + 0.16725634038448334, + 0.021061483770608902, + 0.04827865958213806, + 0.03875542804598808, + 0.038368526846170425 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.28135913610458374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903630077838898 + ], + "opposite_logprob_tokens": [ + -2.464036226272583 + ], + "logprob_reward": -0.08903630077838898, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903630077838898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14136816561222076, + 0.11640370637178421, + 0.0470723882317543, + 0.020011084154248238, + 0.12382127344608307, + 0.04596593976020813, + 0.04013511911034584, + 0.04708240553736687, + 0.20765681564807892, + 0.21048317849636078 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.08903630077838898 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353510096669197 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.026353510096669197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353510096669197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08515903353691101, + 0.020988864824175835, + 0.17401306331157684, + 0.01802283339202404, + 0.0461825355887413, + 0.5687881112098694, + 0.012717693112790585, + 0.014065788127481937, + 0.012663699686527252, + 0.047398388385772705 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.026353510096669197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot, captured from a completely still and distant perspective, frames the scene like a living ink painting, imbuing it with a profound tranquility. The majestic Taj Mahal, rendered in luminous white marble, stands in perfect symmetry above a soft, gray, hazy sky that diffuses the light and shrouds the horizon in an ethereal mist. In the foreground, the dark, calm waters of the Yamuna River flow steadily and deliberately from left to right. The gentle flow creates a continuous series of soft, subtle ripples that elegantly disrupt the monument's perfect mirror image, causing its reflection to shimmer and distort in a slow, hypnotic dance. The entire composition adheres to a monochromatic palette, dominated by subtle gradations of white, ink-like grays, and charcoal tones, emphasizing the iconic structure's majestic scale and serene, ethereal beauty in a moment of absolute peace.", + "seed": 28138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_7191_seed_28138_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05251031992956996, + "vlm_logprob": -0.05251031992956996, + "vlm_yes_no_margin": 3.375000023841858, + "vlm_token_credit": -0.05251031992956996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021218793466687202 + ], + "opposite_logprob_tokens": [ + -3.896218776702881 + ], + "logprob_reward": -0.021218793466687202, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021218793466687202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19293959438800812, + 0.09295757114887238, + 0.053786300122737885, + 0.05875062569975853, + 0.16840575635433197, + 0.021655958145856857, + 0.198124960064888, + 0.10104365646839142, + 0.08381590247154236, + 0.028519604355096817 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.021218793466687202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04872051998972893 + ], + "opposite_logprob_tokens": [ + -3.048720598220825 + ], + "logprob_reward": -0.04872051998972893, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04872051998972893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2162596434354782, + 0.20561392605304718, + 0.034985706210136414, + 0.042395807802677155, + 0.06519854813814163, + 0.04637650400400162, + 0.11236895620822906, + 0.039841800928115845, + 0.191803976893425, + 0.04515507072210312 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04872051998972893 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280882477760315 + ], + "opposite_logprob_tokens": [ + -2.0178089141845703 + ], + "logprob_reward": -0.14280882477760315, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280882477760315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20750263333320618, + 0.09049669653177261, + 0.08686899393796921, + 0.09726115316152573, + 0.3278590142726898, + 0.03276611492037773, + 0.04587804526090622, + 0.04924541339278221, + 0.03705451264977455, + 0.025067372247576714 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.14280882477760315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742346566170454 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742346566170454, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742346566170454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14710208773612976, + 0.0925513282418251, + 0.1127740889787674, + 0.10372710227966309, + 0.048516079783439636, + 0.06819863617420197, + 0.2265445441007614, + 0.06487848609685898, + 0.0932452604174614, + 0.04246233031153679 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.006742346566170454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043061114847660065 + ], + "opposite_logprob_tokens": [ + -3.1680610179901123 + ], + "logprob_reward": -0.043061114847660065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043061114847660065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19218860566616058, + 0.1261010766029358, + 0.053012967109680176, + 0.0481099970638752, + 0.05970187857747078, + 0.03660718724131584, + 0.12808239459991455, + 0.070488840341568, + 0.2601257562637329, + 0.02558130957186222 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.043061114847660065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot, captured from a completely still and distant perspective, frames the scene like a living ink painting, imbuing it with a profound tranquility. The majestic Taj Mahal, rendered in luminous white marble, stands in perfect symmetry above a soft, gray, hazy sky that diffuses the light and shrouds the horizon in an ethereal mist. In the foreground, the dark, calm waters of the Yamuna River flow steadily and deliberately from left to right. The gentle flow creates a continuous series of soft, subtle ripples that elegantly disrupt the monument's perfect mirror image, causing its reflection to shimmer and distort in a slow, hypnotic dance. The entire composition adheres to a monochromatic palette, dominated by subtle gradations of white, ink-like grays, and charcoal tones, emphasizing the iconic structure's majestic scale and serene, ethereal beauty in a moment of absolute peace.", + "seed": 28139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_7191_seed_28139_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07547747772186994, + "vlm_logprob": -0.07547747772186994, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.07547747772186994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04915449023246765 + ], + "opposite_logprob_tokens": [ + -3.04915452003479 + ], + "logprob_reward": -0.04915449023246765, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04915449023246765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546456217765808, + 0.11287666857242584, + 0.16243596374988556, + 0.14363917708396912, + 0.11869380623102188, + 0.05238083004951477, + 0.15500861406326294, + 0.022829122841358185, + 0.031473081558942795, + 0.046017125248909 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.04915449023246765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905630767345428 + ], + "opposite_logprob_tokens": [ + -2.5790562629699707 + ], + "logprob_reward": -0.07905630767345428, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905630767345428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2350216954946518, + 0.17729122936725616, + 0.07929027080535889, + 0.053710538893938065, + 0.08347592502832413, + 0.05170571431517601, + 0.10442445427179337, + 0.08256485313177109, + 0.03085177205502987, + 0.10166352242231369 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07905630767345428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038008034229279 + ], + "opposite_logprob_tokens": [ + -1.9103801250457764 + ], + "logprob_reward": -0.16038008034229279, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038008034229279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20981895923614502, + 0.19726823270320892, + 0.1236758679151535, + 0.09270463138818741, + 0.11442140489816666, + 0.03675587475299835, + 0.07196945697069168, + 0.04369863495230675, + 0.022659745067358017, + 0.0870271846652031 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.16038008034229279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796163998544216 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.009796163998544216, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796163998544216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509225010871887, + 0.062230434268713, + 0.06770262867212296, + 0.11905083805322647, + 0.13156478106975555, + 0.0863870233297348, + 0.09036439657211304, + 0.029233744367957115, + 0.12113869190216064, + 0.04140498861670494 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.009796163998544216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900034636259079 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900034636259079, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900034636259079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25893929600715637, + 0.12247487157583237, + 0.10870115458965302, + 0.07041681557893753, + 0.09117823094129562, + 0.08741720765829086, + 0.11939819157123566, + 0.0373239703476429, + 0.051271162927150726, + 0.052879031747579575 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07900034636259079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot, captured from a completely still and distant perspective, frames the scene like a living ink painting, imbuing it with a profound tranquility. The majestic Taj Mahal, rendered in luminous white marble, stands in perfect symmetry above a soft, gray, hazy sky that diffuses the light and shrouds the horizon in an ethereal mist. In the foreground, the dark, calm waters of the Yamuna River flow steadily and deliberately from left to right. The gentle flow creates a continuous series of soft, subtle ripples that elegantly disrupt the monument's perfect mirror image, causing its reflection to shimmer and distort in a slow, hypnotic dance. The entire composition adheres to a monochromatic palette, dominated by subtle gradations of white, ink-like grays, and charcoal tones, emphasizing the iconic structure's majestic scale and serene, ethereal beauty in a moment of absolute peace.", + "seed": 28140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_1/index_7191_seed_28140_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06088661206886172, + "vlm_logprob": -0.06088661206886172, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.06088661206886172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02678452804684639 + ], + "opposite_logprob_tokens": [ + -3.6517844200134277 + ], + "logprob_reward": -0.02678452804684639, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02678452804684639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.344247043132782, + 0.09038160741329193, + 0.061789173632860184, + 0.08314143866300583, + 0.10463306307792664, + 0.09120136499404907, + 0.08943548798561096, + 0.06969444453716278, + 0.02636365033686161, + 0.03911270201206207 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02678452804684639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501488596200943 + ], + "opposite_logprob_tokens": [ + -2.9300148487091064 + ], + "logprob_reward": -0.05501488596200943, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501488596200943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2757622003555298, + 0.12393491715192795, + 0.07580018043518066, + 0.09085169434547424, + 0.17158930003643036, + 0.041871994733810425, + 0.09505166113376617, + 0.0444217249751091, + 0.044045090675354004, + 0.03667118027806282 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05501488596200943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798897534608841 + ], + "opposite_logprob_tokens": [ + -1.8048897981643677 + ], + "logprob_reward": -0.1798897534608841, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798897534608841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13696566224098206, + 0.11343976110219955, + 0.05996490642428398, + 0.10273166745901108, + 0.2675870358943939, + 0.025041665881872177, + 0.05939122289419174, + 0.043483588844537735, + 0.0569838210940361, + 0.13441064953804016 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.1798897534608841 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22556458413600922, + 0.10065481811761856, + 0.17262884974479675, + 0.08768465369939804, + 0.09928347170352936, + 0.05064110830426216, + 0.08933604508638382, + 0.05397387966513634, + 0.06265687942504883, + 0.057575665414333344 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the Taj Mahal visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Taj Mahal rendered in luminous white marble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Yamuna River visible in the foreground flowing from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video use an extreme wide shot with a completely still and distant camera perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette monochromatic, dominated by white, gray, and charcoal tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810028359293938 + ], + "opposite_logprob_tokens": [ + -3.288100242614746 + ], + "logprob_reward": -0.03810028359293938, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810028359293938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3075495660305023, + 0.1891513466835022, + 0.0706334188580513, + 0.05666017904877663, + 0.10016243904829025, + 0.041631702333688736, + 0.07023513317108154, + 0.059799715876579285, + 0.03264447674155235, + 0.0715319812297821 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03810028359293938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_tensor([9338, 9338])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_tensor([9338, 9338])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0bdb6e069a0997ecafb67ab295059d2ef7518ce2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_tensor([9338, 9338])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "gently sloping, overhead close-up focuses on an ancient stone staircase nestled deep in a tranquil woodland. Soft, dappled sunlight filters through the dense treetops overhead, casting shifting shadows on the weathered, gray stone. Moisture-soaked, tiny, shimmering water droplets reflect faintly in the soft light, highlighting the rough, grainy texture. Fresh, emerald green moss, like soft velvet, silently spreads from the dark crevices between the stones. Its delicate strands steadily and slowly expand, gradually conquering and covering the rough, uneven surface beneath, forming vibrant patches of green. The image, dominated by a cool palette of dark gray and mossy green, creates an atmosphere of profound tranquility, contemplation, and natural vitality, as if silently speaking of the passage of time and the tenacity of life.", + "seed": 15038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_9338_seed_15038_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2278187047690153, + "vlm_logprob": -0.2278187047690153, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.2278187047690153, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04617021605372429 + ], + "opposite_logprob_tokens": [ + -3.171170234680176 + ], + "logprob_reward": -0.04617021605372429, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04617021605372429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30953550338745117, + 0.05737801268696785, + 0.1183810606598854, + 0.1605900526046753, + 0.1266436129808426, + 0.05535674840211868, + 0.07248558849096298, + 0.051869552582502365, + 0.01797696016728878, + 0.02978288196027279 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.04617021605372429 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965523421764374 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965523421764374, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965523421764374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41588249802589417, + 0.0886177271604538, + 0.12728922069072723, + 0.08480633050203323, + 0.09350676089525223, + 0.02680758200585842, + 0.016174713149666786, + 0.03077605552971363, + 0.02226628176867962, + 0.0938727855682373 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005965523421764374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785067290067673 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009785067290067673, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785067290067673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3344304859638214, + 0.07166970521211624, + 0.07799548655748367, + 0.0629265084862709, + 0.07450487464666367, + 0.04866756126284599, + 0.048259761184453964, + 0.06919965893030167, + 0.0337626151740551, + 0.17858336865901947 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.009785067290067673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538803339004517 + ], + "opposite_logprob_tokens": [ + -0.4288803040981293 + ], + "logprob_reward": -1.0538803339004517, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538803339004517, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11782410740852356, + 0.04494753107428551, + 0.04621051624417305, + 0.3607901930809021, + 0.043242357671260834, + 0.1677142083644867, + 0.02600768767297268, + 0.09885746985673904, + 0.02140151709318161, + 0.07300439476966858 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -1.0538803339004517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33077624440193176, + 0.05579762160778046, + 0.028391947969794273, + 0.22805973887443542, + 0.07229995727539062, + 0.09710750728845596, + 0.019099408760666847, + 0.08032139390707016, + 0.020789045840501785, + 0.06735704094171524 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.023292383179068565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "gently sloping, overhead close-up focuses on an ancient stone staircase nestled deep in a tranquil woodland. Soft, dappled sunlight filters through the dense treetops overhead, casting shifting shadows on the weathered, gray stone. Moisture-soaked, tiny, shimmering water droplets reflect faintly in the soft light, highlighting the rough, grainy texture. Fresh, emerald green moss, like soft velvet, silently spreads from the dark crevices between the stones. Its delicate strands steadily and slowly expand, gradually conquering and covering the rough, uneven surface beneath, forming vibrant patches of green. The image, dominated by a cool palette of dark gray and mossy green, creates an atmosphere of profound tranquility, contemplation, and natural vitality, as if silently speaking of the passage of time and the tenacity of life.", + "seed": 15039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_9338_seed_15039_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16361493938602506, + "vlm_logprob": -0.16361493938602506, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.16361493938602506, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015007800422608852 + ], + "opposite_logprob_tokens": [ + -4.390007972717285 + ], + "logprob_reward": -0.015007800422608852, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015007800422608852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16656047105789185, + 0.057848766446113586, + 0.03370905667543411, + 0.09883005917072296, + 0.0664437934756279, + 0.045797303318977356, + 0.029878512024879456, + 0.05762875825166702, + 0.3233547806739807, + 0.11994850635528564 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.015007800422608852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046554747968912125 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.0046554747968912125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046554747968912125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21998003125190735, + 0.04391804710030556, + 0.0747242420911789, + 0.1457386016845703, + 0.05131011828780174, + 0.04543027654290199, + 0.0577721893787384, + 0.07150371372699738, + 0.2086656242609024, + 0.08095716685056686 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0046554747968912125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024915861431509256 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024915861431509256, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024915861431509256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16403229534626007, + 0.07083416730165482, + 0.04230139032006264, + 0.08400965481996536, + 0.07111865282058716, + 0.07379770278930664, + 0.10354454815387726, + 0.10355053097009659, + 0.1509811133146286, + 0.13582991063594818 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0024915861431509256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757815420627594 + ], + "opposite_logprob_tokens": [ + -0.632815420627594 + ], + "logprob_reward": -0.757815420627594, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757815420627594, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2655664086341858, + 0.05064276233315468, + 0.03814905509352684, + 0.09738557785749435, + 0.13331058621406555, + 0.03343729302287102, + 0.1058710590004921, + 0.06444480270147324, + 0.15148529410362244, + 0.059707120060920715 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.757815420627594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810441493988037 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.03810441493988037, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810441493988037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21583335101604462, + 0.03372691571712494, + 0.06258973479270935, + 0.05263489857316017, + 0.0495462492108345, + 0.028911050409078598, + 0.04250287637114525, + 0.038595546036958694, + 0.37415415048599243, + 0.10150515288114548 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03810441493988037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "gently sloping, overhead close-up focuses on an ancient stone staircase nestled deep in a tranquil woodland. Soft, dappled sunlight filters through the dense treetops overhead, casting shifting shadows on the weathered, gray stone. Moisture-soaked, tiny, shimmering water droplets reflect faintly in the soft light, highlighting the rough, grainy texture. Fresh, emerald green moss, like soft velvet, silently spreads from the dark crevices between the stones. Its delicate strands steadily and slowly expand, gradually conquering and covering the rough, uneven surface beneath, forming vibrant patches of green. The image, dominated by a cool palette of dark gray and mossy green, creates an atmosphere of profound tranquility, contemplation, and natural vitality, as if silently speaking of the passage of time and the tenacity of life.", + "seed": 15040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_9338_seed_15040_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17787283924408256, + "vlm_logprob": -0.17787283924408256, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.17787283924408256, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03774161636829376 + ], + "opposite_logprob_tokens": [ + -3.4127416610717773 + ], + "logprob_reward": -0.03774161636829376, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03774161636829376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21149936318397522, + 0.21654944121837616, + 0.11747454851865768, + 0.0752168670296669, + 0.05059284716844559, + 0.039568282663822174, + 0.056792620569467545, + 0.12151425331830978, + 0.07301126420497894, + 0.03778056055307388 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.03774161636829376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012576908804476261 + ], + "opposite_logprob_tokens": [ + -4.387577056884766 + ], + "logprob_reward": -0.012576908804476261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012576908804476261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07788722962141037, + 0.15044564008712769, + 0.02634306624531746, + 0.04538901895284653, + 0.028246158733963966, + 0.039844248443841934, + 0.5358136296272278, + 0.017592493444681168, + 0.037504613399505615, + 0.04093390330672264 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.012576908804476261 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002204370917752385 + ], + "opposite_logprob_tokens": [ + -6.127204418182373 + ], + "logprob_reward": -0.002204370917752385, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002204370917752385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785859704017639, + 0.1427764743566513, + 0.1029694601893425, + 0.10060413181781769, + 0.0489494614303112, + 0.04264407604932785, + 0.04729578271508217, + 0.0782962366938591, + 0.10473331063985825, + 0.05314506217837334 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.002204370917752385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578397393226624 + ], + "opposite_logprob_tokens": [ + -0.6328397393226624 + ], + "logprob_reward": -0.7578397393226624, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578397393226624, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1237257719039917, + 0.12356146425008774, + 0.10977254062891006, + 0.05037809535861015, + 0.05377623066306114, + 0.04567914083600044, + 0.29128289222717285, + 0.027467047795653343, + 0.08367346227169037, + 0.09068336337804794 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.7578397393226624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900156080722809 + ], + "opposite_logprob_tokens": [ + -2.5790016651153564 + ], + "logprob_reward": -0.07900156080722809, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900156080722809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05518408492207527, + 0.03834060579538345, + 0.06766526401042938, + 0.024713758379220963, + 0.08390725404024124, + 0.1627740114927292, + 0.3052102327346802, + 0.03346797823905945, + 0.1392366886138916, + 0.08950009942054749 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.07900156080722809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "gently sloping, overhead close-up focuses on an ancient stone staircase nestled deep in a tranquil woodland. Soft, dappled sunlight filters through the dense treetops overhead, casting shifting shadows on the weathered, gray stone. Moisture-soaked, tiny, shimmering water droplets reflect faintly in the soft light, highlighting the rough, grainy texture. Fresh, emerald green moss, like soft velvet, silently spreads from the dark crevices between the stones. Its delicate strands steadily and slowly expand, gradually conquering and covering the rough, uneven surface beneath, forming vibrant patches of green. The image, dominated by a cool palette of dark gray and mossy green, creates an atmosphere of profound tranquility, contemplation, and natural vitality, as if silently speaking of the passage of time and the tenacity of life.", + "seed": 15041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_10/index_9338_seed_15041_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08162339525297284, + "vlm_logprob": -0.08162339525297284, + "vlm_yes_no_margin": 3.7749999880790712, + "vlm_token_credit": -0.08162339525297284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017401283606886864 + ], + "opposite_logprob_tokens": [ + -4.142401218414307 + ], + "logprob_reward": -0.017401283606886864, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017401283606886864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150807186961174, + 0.04179162159562111, + 0.04510371387004852, + 0.031615715473890305, + 0.19886277616024017, + 0.026114698499441147, + 0.11716271191835403, + 0.09254730492830276, + 0.07992153614759445, + 0.21607264876365662 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.017401283606886864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658131584525108 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.008658131584525108, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658131584525108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10690227895975113, + 0.08498740941286087, + 0.057732585817575455, + 0.12448932975530624, + 0.14051125943660736, + 0.11477671563625336, + 0.0822024717926979, + 0.06837636977434158, + 0.021208584308624268, + 0.1988130360841751 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.008658131584525108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036199060268700123 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036199060268700123, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036199060268700123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10555791854858398, + 0.16116198897361755, + 0.02800539694726467, + 0.09051062911748886, + 0.10263533890247345, + 0.062319159507751465, + 0.11371292918920517, + 0.07437769323587418, + 0.02849433943629265, + 0.23322463035583496 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.0036199060268700123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486362099647522 + ], + "opposite_logprob_tokens": [ + -1.2236361503601074 + ], + "logprob_reward": -0.3486362099647522, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486362099647522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1419806033372879, + 0.09332920610904694, + 0.032490115612745285, + 0.07761558145284653, + 0.04563058540225029, + 0.06125599145889282, + 0.06813453137874603, + 0.1505221724510193, + 0.10658702254295349, + 0.2224542498588562 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.3486362099647522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an overhead close-up of an ancient stone staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the stone surface weathered, gray, and rough with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are emerald green moss patches visible growing from the dark crevices between the stones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the moss shown expanding slowly and steadily to cover the stone surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature soft, dappled sunlight filtering through treetops with shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801445081830025 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801445081830025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801445081830025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07681944221258163, + 0.024323830381035805, + 0.011727177537977695, + 0.05413500592112541, + 0.01598658785223961, + 0.02872060053050518, + 0.024123428389430046, + 0.08979802578687668, + 0.06491164118051529, + 0.6094542145729065 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.029801445081830025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_tensor([2592, 2592])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_tensor([2592, 2592])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d25ade1ec5d7ab40a3c68386d416becd38125f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_tensor([2592, 2592])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, captured from a slightly low angle with a static camera, documents a dynamic moment in super-slow motion. A translucent, vibrant blue plastic sports drink bottle, its surface textured with grip-enhancing ribs, is deliberately and forcefully squeezed by an unseen hand. Under the bright, cold-white glare of realistic overhead gym lighting, the plastic visibly expands and compresses inward, creating deep creases. This pressure unleashes a powerful, thin stream of clear water from its white push-pull nozzle, capturing the intense light as it flows through the air. The camera follows the water's trajectory as it strikes the matte black rubber gym floor, dispersing into a fine spray before settling. The final state of this dynamic moment is preserved: the bottle remains deeply compressed, demonstrating the force exerted, while the expelled water forms a shimmering, irregular pool on the dark floor, its surface perfectly reflecting the harsh light from above, creating an atmosphere of focused, physical intensity.", + "seed": 16886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_2592_seed_16886_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036631163116544484, + "vlm_logprob": -0.036631163116544484, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.036631163116544484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005825446452945471 + ], + "opposite_logprob_tokens": [ + -5.255825519561768 + ], + "logprob_reward": -0.005825446452945471, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005825446452945471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10810789465904236, + 0.08776768296957016, + 0.10538271069526672, + 0.1801745444536209, + 0.09659390151500702, + 0.02329932525753975, + 0.09472955763339996, + 0.1137411966919899, + 0.1541709005832672, + 0.03603223338723183 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.005825446452945471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038136087357997894 + ], + "opposite_logprob_tokens": [ + -3.2881360054016113 + ], + "logprob_reward": -0.038136087357997894, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038136087357997894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09427868574857712, + 0.13537916541099548, + 0.09044517576694489, + 0.214131698012352, + 0.04698151722550392, + 0.044416483491659164, + 0.17817993462085724, + 0.08090570569038391, + 0.049701988697052, + 0.06557963788509369 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.038136087357997894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09496132284402847, + 0.09339024871587753, + 0.04741111770272255, + 0.2605859637260437, + 0.0669093132019043, + 0.01470885518938303, + 0.04208757355809212, + 0.11544055491685867, + 0.0627177283167839, + 0.2017872929573059 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004538178443909 + ], + "opposite_logprob_tokens": [ + -2.6950454711914062 + ], + "logprob_reward": -0.07004538178443909, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004538178443909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10303343087434769, + 0.11559219658374786, + 0.10468301922082901, + 0.19765372574329376, + 0.09454736858606339, + 0.06170543283224106, + 0.0390610471367836, + 0.16775095462799072, + 0.04332464933395386, + 0.07264817506074905 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.07004538178443909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493996664881706 + ], + "opposite_logprob_tokens": [ + -2.9299399852752686 + ], + "logprob_reward": -0.05493996664881706, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493996664881706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514996528625488, + 0.05642438679933548, + 0.06519591063261032, + 0.17216427624225616, + 0.06925182789564133, + 0.04186234250664711, + 0.04429565370082855, + 0.07720938324928284, + 0.08970081061124802, + 0.2587455213069916 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.05493996664881706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a slightly low angle with a static camera, documents a dynamic moment in super-slow motion. A translucent, vibrant blue plastic sports drink bottle, its surface textured with grip-enhancing ribs, is deliberately and forcefully squeezed by an unseen hand. Under the bright, cold-white glare of realistic overhead gym lighting, the plastic visibly expands and compresses inward, creating deep creases. This pressure unleashes a powerful, thin stream of clear water from its white push-pull nozzle, capturing the intense light as it flows through the air. The camera follows the water's trajectory as it strikes the matte black rubber gym floor, dispersing into a fine spray before settling. The final state of this dynamic moment is preserved: the bottle remains deeply compressed, demonstrating the force exerted, while the expelled water forms a shimmering, irregular pool on the dark floor, its surface perfectly reflecting the harsh light from above, creating an atmosphere of focused, physical intensity.", + "seed": 16887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_2592_seed_16887_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12984084291383624, + "vlm_logprob": -0.12984084291383624, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.12984084291383624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007305928971618414 + ], + "opposite_logprob_tokens": [ + -5.007306098937988 + ], + "logprob_reward": -0.007305928971618414, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007305928971618414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2906721532344818, + 0.22177787125110626, + 0.05377097427845001, + 0.09498649090528488, + 0.10391081124544144, + 0.044179972261190414, + 0.0419761948287487, + 0.04988148435950279, + 0.04313495755195618, + 0.05570908263325691 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007305928971618414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048692360520362854 + ], + "opposite_logprob_tokens": [ + -3.048692464828491 + ], + "logprob_reward": -0.048692360520362854, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048692360520362854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1913851946592331, + 0.10064040124416351, + 0.05537514016032219, + 0.06448816508054733, + 0.07952702045440674, + 0.0706535130739212, + 0.08193085342645645, + 0.05967167764902115, + 0.25106340646743774, + 0.045264601707458496 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.048692360520362854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956161767244339 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956161767244339, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956161767244339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2017483413219452, + 0.2532433271408081, + 0.0393618568778038, + 0.05547325313091278, + 0.22635158896446228, + 0.045081976801157, + 0.021493222564458847, + 0.07177199423313141, + 0.05184314399957657, + 0.03363131359219551 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005956161767244339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474318265914917 + ], + "opposite_logprob_tokens": [ + -0.974318265914917 + ], + "logprob_reward": -0.474318265914917, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474318265914917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2565157115459442, + 0.15109167993068695, + 0.040395237505435944, + 0.0724526047706604, + 0.12312611192464828, + 0.06842050701379776, + 0.03273853659629822, + 0.05935772508382797, + 0.035000186413526535, + 0.16090171039104462 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.474318265914917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129314973950386 + ], + "opposite_logprob_tokens": [ + -2.237931489944458 + ], + "logprob_reward": -0.1129314973950386, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129314973950386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10270699113607407, + 0.12898044288158417, + 0.061997752636671066, + 0.02916293404996395, + 0.09942282736301422, + 0.09017715603113174, + 0.04470231756567955, + 0.20258846879005432, + 0.13649170100688934, + 0.10376937687397003 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.1129314973950386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a slightly low angle with a static camera, documents a dynamic moment in super-slow motion. A translucent, vibrant blue plastic sports drink bottle, its surface textured with grip-enhancing ribs, is deliberately and forcefully squeezed by an unseen hand. Under the bright, cold-white glare of realistic overhead gym lighting, the plastic visibly expands and compresses inward, creating deep creases. This pressure unleashes a powerful, thin stream of clear water from its white push-pull nozzle, capturing the intense light as it flows through the air. The camera follows the water's trajectory as it strikes the matte black rubber gym floor, dispersing into a fine spray before settling. The final state of this dynamic moment is preserved: the bottle remains deeply compressed, demonstrating the force exerted, while the expelled water forms a shimmering, irregular pool on the dark floor, its surface perfectly reflecting the harsh light from above, creating an atmosphere of focused, physical intensity.", + "seed": 16888, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_2592_seed_16888_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03211249131709337, + "vlm_logprob": -0.03211249131709337, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03211249131709337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009154017083346844 + ], + "opposite_logprob_tokens": [ + -4.759153842926025 + ], + "logprob_reward": -0.009154017083346844, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009154017083346844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09837206453084946, + 0.07305377721786499, + 0.3241885006427765, + 0.05319518968462944, + 0.036737143993377686, + 0.20193518698215485, + 0.05301370099186897, + 0.034413233399391174, + 0.08669491112232208, + 0.038396239280700684 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.009154017083346844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043099138885736465 + ], + "opposite_logprob_tokens": [ + -3.1680991649627686 + ], + "logprob_reward": -0.043099138885736465, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043099138885736465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060110513120889664, + 0.04739011451601982, + 0.20362059772014618, + 0.039496082812547684, + 0.027155449613928795, + 0.49875912070274353, + 0.0294964499771595, + 0.021540183573961258, + 0.04584851861000061, + 0.026583043858408928 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.043099138885736465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744596175849438 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744596175849438, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744596175849438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07024815678596497, + 0.03468037024140358, + 0.24362066388130188, + 0.02727154828608036, + 0.02994932048022747, + 0.3873271644115448, + 0.059907201677560806, + 0.03486994653940201, + 0.06679439544677734, + 0.04533126577734947 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.006744596175849438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547596357762814 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547596357762814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547596357762814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1804978996515274, + 0.14378032088279724, + 0.12344139069318771, + 0.06078989803791046, + 0.10232032090425491, + 0.1544129103422165, + 0.07719478011131287, + 0.04981352388858795, + 0.04662617668509483, + 0.06112270802259445 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012547596357762814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890171080827713 + ], + "opposite_logprob_tokens": [ + -2.464017152786255 + ], + "logprob_reward": -0.0890171080827713, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890171080827713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06447386741638184, + 0.062456220388412476, + 0.6434708833694458, + 0.059721846133470535, + 0.01450258307158947, + 0.061152905225753784, + 0.017086900770664215, + 0.011518340557813644, + 0.04716737940907478, + 0.018449069932103157 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0890171080827713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured from a slightly low angle with a static camera, documents a dynamic moment in super-slow motion. A translucent, vibrant blue plastic sports drink bottle, its surface textured with grip-enhancing ribs, is deliberately and forcefully squeezed by an unseen hand. Under the bright, cold-white glare of realistic overhead gym lighting, the plastic visibly expands and compresses inward, creating deep creases. This pressure unleashes a powerful, thin stream of clear water from its white push-pull nozzle, capturing the intense light as it flows through the air. The camera follows the water's trajectory as it strikes the matte black rubber gym floor, dispersing into a fine spray before settling. The final state of this dynamic moment is preserved: the bottle remains deeply compressed, demonstrating the force exerted, while the expelled water forms a shimmering, irregular pool on the dark floor, its surface perfectly reflecting the harsh light from above, creating an atmosphere of focused, physical intensity.", + "seed": 16889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_11/index_2592_seed_16889_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06287212511524558, + "vlm_logprob": -0.06287212511524558, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06287212511524558, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006258057896047831 + ], + "opposite_logprob_tokens": [ + -5.131258010864258 + ], + "logprob_reward": -0.006258057896047831, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006258057896047831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13089235126972198, + 0.11041386425495148, + 0.10274675488471985, + 0.07323620468378067, + 0.054643962532281876, + 0.025594055652618408, + 0.01715482957661152, + 0.03322805464267731, + 0.028145750984549522, + 0.4239441752433777 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.006258057896047831 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006949931383133 + ], + "opposite_logprob_tokens": [ + -2.6950695514678955 + ], + "logprob_reward": -0.07006949931383133, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006949931383133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1384933888912201, + 0.06643862277269363, + 0.06115938350558281, + 0.10560139268636703, + 0.10589998215436935, + 0.05306703597307205, + 0.031808000057935715, + 0.04144066199660301, + 0.058683957904577255, + 0.33740755915641785 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.07006949931383133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076431455090641975 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.0076431455090641975, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076431455090641975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1103454977273941, + 0.053103696554899216, + 0.07630279660224915, + 0.10845166444778442, + 0.08560986071825027, + 0.069534070789814, + 0.04555371776223183, + 0.07861687988042831, + 0.028519418090581894, + 0.3439624309539795 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0076431455090641975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004882395267487 + ], + "opposite_logprob_tokens": [ + -2.6950488090515137 + ], + "logprob_reward": -0.07004882395267487, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004882395267487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11000869423151016, + 0.05079226195812225, + 0.02371692657470703, + 0.04129723459482193, + 0.051929447799921036, + 0.022403748705983162, + 0.020726222544908524, + 0.04043446481227875, + 0.012294533662497997, + 0.6263964772224426 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.07004882395267487 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a translucent, vibrant blue plastic sports drink bottle with grip-enhancing ribs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle being squeezed by an unseen hand, causing visible expansion and deep creases in the plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin stream of clear water shoot from the white push-pull nozzle and strike the matte black rubber gym floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, cold-white overhead gym lighting that creates harsh reflections on the water and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot, capturing the moment in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034109890460968 + ], + "opposite_logprob_tokens": [ + -1.9103411436080933 + ], + "logprob_reward": -0.16034109890460968, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034109890460968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1660141497850418, + 0.040664151310920715, + 0.06065237522125244, + 0.040784019976854324, + 0.09090115129947662, + 0.05593899264931679, + 0.036778297275304794, + 0.0401226207613945, + 0.08438271284103394, + 0.3837614953517914 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.16034109890460968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_tensor([6717, 6717])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_tensor([6717, 6717])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cfd1c64b88e6d6dc2ede3710d28e91f04372c2d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_tensor([6717, 6717])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from a level perspective begins in a medium long shot, then slowly pulls back to a grand vista, immersing the viewer in the awe-inspiring wonders of the deep sea. Countless bright, golden beams of light (the Tyndall effect) penetrate the ocean's surface, casting a constantly shifting, dancing web of light across the breathtakingly clear azure waters. From a brilliant cyan near the surface, it gradually transitions to a bottomless indigo abyss. In this tranquil world of light and shadow, a massive humpback whale reigns supreme. Its deep blue-gray skin, etched with the marks of time and dotted with white barnacles and faint scratches, hangs gracefully in the water. Light sweeps across its sleek back, outlining the contours of its muscles. With a rhythm that borders on slow motion, imbued with power and yet incredibly leisurely, it gracefully waves its enormous tail fin—like a giant fan with a graceful arc. Each swish stirs a gentle yet powerful current, drawing along tiny plankton and the occasional fleeting school of silvery fish. Although its distant, deep call cannot be heard directly, the entire image seems to vibrate subtly with this invisible soundwave, infusing the magnificent spectacle with soul and creating an atmosphere of sacredness, tranquility, and vitality, leaving the viewer feeling a deep sense of awe and tranquility.", + "seed": 10069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_6717_seed_10069_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.147595090046525, + "vlm_logprob": -0.147595090046525, + "vlm_yes_no_margin": 3.199999952316284, + "vlm_token_credit": -0.147595090046525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05878604203462601 + ], + "opposite_logprob_tokens": [ + -3.183786153793335 + ], + "logprob_reward": -0.05878604203462601, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05878604203462601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34506887197494507, + 0.1898687332868576, + 0.04730672761797905, + 0.03935662657022476, + 0.018880264833569527, + 0.0409100204706192, + 0.11570227146148682, + 0.07828918844461441, + 0.05329172685742378, + 0.07132554054260254 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.05878604203462601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637467235326767 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637467235326767, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637467235326767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2476847767829895, + 0.3240135908126831, + 0.038817040622234344, + 0.03310978412628174, + 0.03644990175962448, + 0.05337377265095711, + 0.1388835608959198, + 0.03435099869966507, + 0.0602402463555336, + 0.033076342195272446 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.007637467235326767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194327130913734 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194327130913734, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018194327130913734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16685520112514496, + 0.09667029976844788, + 0.06155914440751076, + 0.0341336764395237, + 0.025009509176015854, + 0.03576728329062462, + 0.23700964450836182, + 0.1435164511203766, + 0.1507391482591629, + 0.048739586025476456 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.018194327130913734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058802917599678 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058802917599678, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058802917599678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08465209603309631, + 0.04794623330235481, + 0.02523054927587509, + 0.026824817061424255, + 0.03962298482656479, + 0.018816785886883736, + 0.6182340979576111, + 0.061625685542821884, + 0.02487756870687008, + 0.05216914787888527 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.02058802917599678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327695846557617 + ], + "opposite_logprob_tokens": [ + -0.7577695846557617 + ], + "logprob_reward": -0.6327695846557617, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327695846557617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07953257858753204, + 0.04947100579738617, + 0.07133292406797409, + 0.20932869613170624, + 0.0578186996281147, + 0.06351938843727112, + 0.22450041770935059, + 0.13532617688179016, + 0.043313831090927124, + 0.06585623323917389 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.6327695846557617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a level perspective begins in a medium long shot, then slowly pulls back to a grand vista, immersing the viewer in the awe-inspiring wonders of the deep sea. Countless bright, golden beams of light (the Tyndall effect) penetrate the ocean's surface, casting a constantly shifting, dancing web of light across the breathtakingly clear azure waters. From a brilliant cyan near the surface, it gradually transitions to a bottomless indigo abyss. In this tranquil world of light and shadow, a massive humpback whale reigns supreme. Its deep blue-gray skin, etched with the marks of time and dotted with white barnacles and faint scratches, hangs gracefully in the water. Light sweeps across its sleek back, outlining the contours of its muscles. With a rhythm that borders on slow motion, imbued with power and yet incredibly leisurely, it gracefully waves its enormous tail fin—like a giant fan with a graceful arc. Each swish stirs a gentle yet powerful current, drawing along tiny plankton and the occasional fleeting school of silvery fish. Although its distant, deep call cannot be heard directly, the entire image seems to vibrate subtly with this invisible soundwave, infusing the magnificent spectacle with soul and creating an atmosphere of sacredness, tranquility, and vitality, leaving the viewer feeling a deep sense of awe and tranquility.", + "seed": 10070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_6717_seed_10070_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24072671527974307, + "vlm_logprob": -0.24072671527974307, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.24072671527974307, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.037268899381160736 + ], + "opposite_logprob_tokens": [ + -3.662268877029419 + ], + "logprob_reward": -0.037268899381160736, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.037268899381160736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11094845086336136, + 0.06477683037519455, + 0.08037717640399933, + 0.05911814793944359, + 0.04656105116009712, + 0.10543429106473923, + 0.06646139919757843, + 0.2092510461807251, + 0.21620170772075653, + 0.04086989909410477 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.037268899381160736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022021110635250807 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022021110635250807, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022021110635250807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16253328323364258, + 0.14221295714378357, + 0.10329186171293259, + 0.1897723376750946, + 0.11489346623420715, + 0.03145714849233627, + 0.0417911522090435, + 0.10047048330307007, + 0.05630148574709892, + 0.057275865226984024 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0022021110635250807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075095273554325 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075095273554325, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075095273554325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10283659398555756, + 0.17870523035526276, + 0.0971883162856102, + 0.1429889053106308, + 0.03279741480946541, + 0.04392542690038681, + 0.24822644889354706, + 0.04061291739344597, + 0.05999381095170975, + 0.05272497236728668 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.011075095273554325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607177034020424 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607177034020424, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607177034020424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19671837985515594, + 0.18734121322631836, + 0.04982220008969307, + 0.08809014409780502, + 0.05074111744761467, + 0.03455963730812073, + 0.10951592773199081, + 0.07465784251689911, + 0.03536194935441017, + 0.17319157719612122 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01607177034020424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137015700340271 + ], + "opposite_logprob_tokens": [ + -0.387015700340271 + ], + "logprob_reward": -1.137015700340271, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137015700340271, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07774171233177185, + 0.05250468850135803, + 0.1167028620839119, + 0.05851249769330025, + 0.0845974013209343, + 0.07474127411842346, + 0.3099046051502228, + 0.06054128706455231, + 0.08136679232120514, + 0.08338683098554611 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -1.137015700340271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "shot shot from a level perspective begins in a medium long shot, then slowly pulls back to a grand vista, immersing the viewer in the awe-inspiring wonders of the deep sea. Countless bright, golden beams of light (the Tyndall effect) penetrate the ocean's surface, casting a constantly shifting, dancing web of light across the breathtakingly clear azure waters. From a brilliant cyan near the surface, it gradually transitions to a bottomless indigo abyss. In this tranquil world of light and shadow, a massive humpback whale reigns supreme. Its deep blue-gray skin, etched with the marks of time and dotted with white barnacles and faint scratches, hangs gracefully in the water. Light sweeps across its sleek back, outlining the contours of its muscles. With a rhythm that borders on slow motion, imbued with power and yet incredibly leisurely, it gracefully waves its enormous tail fin—like a giant fan with a graceful arc. Each swish stirs a gentle yet powerful current, drawing along tiny plankton and the occasional fleeting school of silvery fish. Although its distant, deep call cannot be heard directly, the entire image seems to vibrate subtly with this invisible soundwave, infusing the magnificent spectacle with soul and creating an atmosphere of sacredness, tranquility, and vitality, leaving the viewer feeling a deep sense of awe and tranquility.", + "seed": 10071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_6717_seed_10071_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07475914880633354, + "vlm_logprob": -0.07475914880633354, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.07475914880633354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03733585402369499 + ], + "opposite_logprob_tokens": [ + -3.7873358726501465 + ], + "logprob_reward": -0.03733585402369499, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03733585402369499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055005304515361786, + 0.0240859966725111, + 0.10094121098518372, + 0.07632134109735489, + 0.008131090551614761, + 0.021933281794190407, + 0.6455175876617432, + 0.015799283981323242, + 0.007416069507598877, + 0.044848840683698654 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.03733585402369499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890311747789383 + ], + "opposite_logprob_tokens": [ + -2.464031219482422 + ], + "logprob_reward": -0.0890311747789383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890311747789383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0688840001821518, + 0.07016849517822266, + 0.4622000753879547, + 0.14992184937000275, + 0.017729107290506363, + 0.028094129636883736, + 0.11272316426038742, + 0.04342113807797432, + 0.020092997699975967, + 0.026765035465359688 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.0890311747789383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810355976223946 + ], + "opposite_logprob_tokens": [ + -3.5298104286193848 + ], + "logprob_reward": -0.029810355976223946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810355976223946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759175568819046, + 0.027888864278793335, + 0.09619387239217758, + 0.11381099373102188, + 0.020263604819774628, + 0.052882105112075806, + 0.5677960515022278, + 0.011500412598252296, + 0.009201413951814175, + 0.024545086547732353 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.029810355976223946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607481949031353 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.01607481949031353, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607481949031353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18550114333629608, + 0.025843989104032516, + 0.040671221911907196, + 0.040780480951070786, + 0.03809745982289314, + 0.11624784767627716, + 0.4771329164505005, + 0.02244197018444538, + 0.02254534885287285, + 0.030737610533833504 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.01607481949031353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154353976249695 + ], + "opposite_logprob_tokens": [ + -1.7015435695648193 + ], + "logprob_reward": -0.20154353976249695, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154353976249695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08237316459417343, + 0.021905604749917984, + 0.1858951449394226, + 0.031660329550504684, + 0.054564330726861954, + 0.03896457329392433, + 0.25793778896331787, + 0.07999936491250992, + 0.16029441356658936, + 0.08640524744987488 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.20154353976249695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a level perspective begins in a medium long shot, then slowly pulls back to a grand vista, immersing the viewer in the awe-inspiring wonders of the deep sea. Countless bright, golden beams of light (the Tyndall effect) penetrate the ocean's surface, casting a constantly shifting, dancing web of light across the breathtakingly clear azure waters. From a brilliant cyan near the surface, it gradually transitions to a bottomless indigo abyss. In this tranquil world of light and shadow, a massive humpback whale reigns supreme. Its deep blue-gray skin, etched with the marks of time and dotted with white barnacles and faint scratches, hangs gracefully in the water. Light sweeps across its sleek back, outlining the contours of its muscles. With a rhythm that borders on slow motion, imbued with power and yet incredibly leisurely, it gracefully waves its enormous tail fin—like a giant fan with a graceful arc. Each swish stirs a gentle yet powerful current, drawing along tiny plankton and the occasional fleeting school of silvery fish. Although its distant, deep call cannot be heard directly, the entire image seems to vibrate subtly with this invisible soundwave, infusing the magnificent spectacle with soul and creating an atmosphere of sacredness, tranquility, and vitality, leaving the viewer feeling a deep sense of awe and tranquility.", + "seed": 10072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_12/index_6717_seed_10072_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1922969770617783, + "vlm_logprob": -0.1922969770617783, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.1922969770617783, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02829192392528057 + ], + "opposite_logprob_tokens": [ + -4.278291702270508 + ], + "logprob_reward": -0.02829192392528057, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02829192392528057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33803030848503113, + 0.039549801498651505, + 0.04855309799313545, + 0.03521394357085228, + 0.08119449764490128, + 0.1677848994731903, + 0.06814556568861008, + 0.13202400505542755, + 0.050618551671504974, + 0.03888526186347008 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.02829192392528057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645033273845911 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004645033273845911, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645033273845911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2178148478269577, + 0.024982210248708725, + 0.04398338124155998, + 0.021550394594669342, + 0.08114632964134216, + 0.4658794701099396, + 0.08393290638923645, + 0.033615391701459885, + 0.007168952375650406, + 0.019926026463508606 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.004645033273845911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46593770384788513, + 0.022420518100261688, + 0.033594708889722824, + 0.021690338850021362, + 0.0615377351641655, + 0.24035154283046722, + 0.06308518350124359, + 0.05778030678629875, + 0.01740853674709797, + 0.016193421557545662 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.014197062700986862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24177315831184387, + 0.028775310143828392, + 0.02664654701948166, + 0.037609025835990906, + 0.08220945298671722, + 0.3906615972518921, + 0.027663784101605415, + 0.11970376968383789, + 0.018644383177161217, + 0.02631298452615738 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.01607024483382702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a deep sea environment with clear azure water transitioning from cyan to indigo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive humpback whale visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the whale have deep blue-gray skin with visible white barnacles and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless bright golden beams of light penetrating the water surface and casting a shifting web of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium long shot and slowly pull back to a grand vista?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982806205749512 + ], + "opposite_logprob_tokens": [ + -0.5232806205749512 + ], + "logprob_reward": -0.8982806205749512, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982806205749512, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6289511919021606, + 0.03488310053944588, + 0.022945407778024673, + 0.02105608955025673, + 0.032531723380088806, + 0.0538487546145916, + 0.05967944487929344, + 0.07306722551584244, + 0.03491457179188728, + 0.038122545927762985 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.8982806205749512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_tensor([5995, 5995])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_tensor([5995, 5995])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f2e1d4e3eb4b11d1cb22ad342b3c78b8ecbff8ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_tensor([5995, 5995])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic low-angle close-up, mimicking the slow and subtle drift to the right by a gentle underwater current, captures a solitary hermit crouched on the seafloor. Rendered in Van Gogh's signature style, the entire scene is imbued with emotion and texture. The crab's form is defined by a series of expressive, thick strokes of paint, crouching on a bed of golden quicksand, rendered as a textured landscape of directional brushstrokes of yellow ochre and pale brown. The plundered shell on its back is a vibrant swirl of orange and crimson, each ridge and spiral sculpted by a unique, thick hue, capturing an ethereal glow. The turbulent deep blue waters surrounding it are a masterpiece of swirling cobalt and ultramarine, with vibrant, curling brushstrokes conveying the ocean's constant, powerful motion. The crab remains in a state of alert stillness, its posture resigned and grounded, creating a calm focal point amidst the beautifully chaotic and vivid surroundings.", + "seed": 23472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_5995_seed_23472_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16943638399243355, + "vlm_logprob": -0.16943638399243355, + "vlm_yes_no_margin": 2.250000011920929, + "vlm_token_credit": -0.16943638399243355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42972058057785034 + ], + "opposite_logprob_tokens": [ + -1.0547206401824951 + ], + "logprob_reward": -0.42972058057785034, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42972058057785034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1566275954246521, + 0.3701730966567993, + 0.0392015166580677, + 0.053152043372392654, + 0.043197523802518845, + 0.07145284116268158, + 0.01803930290043354, + 0.07039882987737656, + 0.12667880952358246, + 0.05107850581407547 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.42972058057785034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207820028066635 + ], + "opposite_logprob_tokens": [ + -2.8120782375335693 + ], + "logprob_reward": -0.06207820028066635, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207820028066635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05485168844461441, + 0.4121817350387573, + 0.04719609022140503, + 0.01586768589913845, + 0.058156151324510574, + 0.014842971228063107, + 0.026194995269179344, + 0.15171992778778076, + 0.20648010075092316, + 0.012508713640272617 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.06207820028066635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906105160713196 + ], + "opposite_logprob_tokens": [ + -2.4640610218048096 + ], + "logprob_reward": -0.08906105160713196, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906105160713196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03170885890722275, + 0.1329766809940338, + 0.015056220814585686, + 0.009184543043375015, + 0.011273875832557678, + 0.018389681354165077, + 0.022608701139688492, + 0.6525715589523315, + 0.09743926674127579, + 0.00879063829779625 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.08906105160713196 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213752001523972 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213752001523972, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213752001523972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04004770144820213, + 0.6312982439994812, + 0.015397735871374607, + 0.012483724392950535, + 0.022232718765735626, + 0.014398488216102123, + 0.006427350919693708, + 0.2107718288898468, + 0.03808467090129852, + 0.008857503533363342 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.014213752001523972 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521083354949951 + ], + "opposite_logprob_tokens": [ + -1.5021083354949951 + ], + "logprob_reward": -0.2521083354949951, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521083354949951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01648457534611225, + 0.9165638089179993, + 0.0035277598071843386, + 0.005217192694544792, + 0.003695942461490631, + 0.0056025306694209576, + 0.0029726875945925713, + 0.023624418303370476, + 0.011376012116670609, + 0.010935173369944096 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.2521083354949951 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic low-angle close-up, mimicking the slow and subtle drift to the right by a gentle underwater current, captures a solitary hermit crouched on the seafloor. Rendered in Van Gogh's signature style, the entire scene is imbued with emotion and texture. The crab's form is defined by a series of expressive, thick strokes of paint, crouching on a bed of golden quicksand, rendered as a textured landscape of directional brushstrokes of yellow ochre and pale brown. The plundered shell on its back is a vibrant swirl of orange and crimson, each ridge and spiral sculpted by a unique, thick hue, capturing an ethereal glow. The turbulent deep blue waters surrounding it are a masterpiece of swirling cobalt and ultramarine, with vibrant, curling brushstrokes conveying the ocean's constant, powerful motion. The crab remains in a state of alert stillness, its posture resigned and grounded, creating a calm focal point amidst the beautifully chaotic and vivid surroundings.", + "seed": 23473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_5995_seed_23473_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.33064968772232534, + "vlm_logprob": -0.33064968772232534, + "vlm_yes_no_margin": 2.174999952316284, + "vlm_token_credit": -0.33064968772232534, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3138203620910645 + ], + "opposite_logprob_tokens": [ + -0.31382036209106445 + ], + "logprob_reward": -1.3138203620910645, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3138203620910645, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19664499163627625, + 0.22765928506851196, + 0.04822147637605667, + 0.09997036308050156, + 0.16053862869739532, + 0.05390820652246475, + 0.04742053896188736, + 0.03946395590901375, + 0.08147109299898148, + 0.044701483100652695 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -1.3138203620910645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710800766944885 + ], + "opposite_logprob_tokens": [ + -2.127108097076416 + ], + "logprob_reward": -0.12710800766944885, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710800766944885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2964274287223816, + 0.11871538311243057, + 0.05588863790035248, + 0.18183620274066925, + 0.13750870525836945, + 0.04520566016435623, + 0.0373850092291832, + 0.04682588577270508, + 0.0560322031378746, + 0.02417493239045143 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.12710800766944885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421128399670124 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.01421128399670124, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421128399670124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3004382848739624, + 0.14396938681602478, + 0.1269909143447876, + 0.08919025212526321, + 0.13177454471588135, + 0.05494805425405502, + 0.043573811650276184, + 0.030474862083792686, + 0.04779202863574028, + 0.03084789216518402 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01421128399670124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820100098848343 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.01820100098848343, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820100098848343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14999747276306152, + 0.13320383429527283, + 0.18834573030471802, + 0.0826471820473671, + 0.0757770910859108, + 0.12859809398651123, + 0.0445193387567997, + 0.03331641107797623, + 0.09220781922340393, + 0.07138706743717194 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01820100098848343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990778386592865 + ], + "opposite_logprob_tokens": [ + -1.8049077987670898 + ], + "logprob_reward": -0.17990778386592865, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990778386592865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11240324378013611, + 0.05028887838125229, + 0.04307495057582855, + 0.047875598073005676, + 0.07347966730594635, + 0.06545893102884293, + 0.0704876109957695, + 0.19046363234519958, + 0.2698959410190582, + 0.07657153159379959 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.17990778386592865 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic low-angle close-up, mimicking the slow and subtle drift to the right by a gentle underwater current, captures a solitary hermit crouched on the seafloor. Rendered in Van Gogh's signature style, the entire scene is imbued with emotion and texture. The crab's form is defined by a series of expressive, thick strokes of paint, crouching on a bed of golden quicksand, rendered as a textured landscape of directional brushstrokes of yellow ochre and pale brown. The plundered shell on its back is a vibrant swirl of orange and crimson, each ridge and spiral sculpted by a unique, thick hue, capturing an ethereal glow. The turbulent deep blue waters surrounding it are a masterpiece of swirling cobalt and ultramarine, with vibrant, curling brushstrokes conveying the ocean's constant, powerful motion. The crab remains in a state of alert stillness, its posture resigned and grounded, creating a calm focal point amidst the beautifully chaotic and vivid surroundings.", + "seed": 23474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_5995_seed_23474_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20646458845585586, + "vlm_logprob": -0.20646458845585586, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.20646458845585586, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8265647888183594 + ], + "opposite_logprob_tokens": [ + -0.5765647888183594 + ], + "logprob_reward": -0.8265647888183594, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8265647888183594, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6584262251853943, + 0.022274339571595192, + 0.015925541520118713, + 0.031844157725572586, + 0.027621174231171608, + 0.03573949635028839, + 0.08755265921354294, + 0.07016849517822266, + 0.019750086590647697, + 0.03069787286221981 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.8265647888183594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217865653336048 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.014217865653336048, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217865653336048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6294717192649841, + 0.05905533209443092, + 0.08598034083843231, + 0.03049272857606411, + 0.021521391347050667, + 0.01981911063194275, + 0.03081389330327511, + 0.0792653039097786, + 0.028280790895223618, + 0.015299348160624504 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014217865653336048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118183612823486 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.038118183612823486, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118183612823486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.439761221408844, + 0.05265399068593979, + 0.28152069449424744, + 0.03131228685379028, + 0.0483861118555069, + 0.05559889227151871, + 0.023394450545310974, + 0.02498050406575203, + 0.019437137991189957, + 0.022954680025577545 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.038118183612823486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361869648098946 + ], + "opposite_logprob_tokens": [ + -3.6513619422912598 + ], + "logprob_reward": -0.026361869648098946, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361869648098946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40813520550727844, + 0.14318978786468506, + 0.08387856930494308, + 0.023240655660629272, + 0.0525631457567215, + 0.026547040790319443, + 0.20103171467781067, + 0.020234499126672745, + 0.016864003613591194, + 0.024315420538187027 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.026361869648098946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706023454666138 + ], + "opposite_logprob_tokens": [ + -2.1270601749420166 + ], + "logprob_reward": -0.12706023454666138, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706023454666138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27045056223869324, + 0.15989752113819122, + 0.04902581498026848, + 0.056333355605602264, + 0.047586772590875626, + 0.05162927508354187, + 0.2267684042453766, + 0.07142900675535202, + 0.03276917710900307, + 0.03411013260483742 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.12706023454666138 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic low-angle close-up, mimicking the slow and subtle drift to the right by a gentle underwater current, captures a solitary hermit crouched on the seafloor. Rendered in Van Gogh's signature style, the entire scene is imbued with emotion and texture. The crab's form is defined by a series of expressive, thick strokes of paint, crouching on a bed of golden quicksand, rendered as a textured landscape of directional brushstrokes of yellow ochre and pale brown. The plundered shell on its back is a vibrant swirl of orange and crimson, each ridge and spiral sculpted by a unique, thick hue, capturing an ethereal glow. The turbulent deep blue waters surrounding it are a masterpiece of swirling cobalt and ultramarine, with vibrant, curling brushstrokes conveying the ocean's constant, powerful motion. The crab remains in a state of alert stillness, its posture resigned and grounded, creating a calm focal point amidst the beautifully chaotic and vivid surroundings.", + "seed": 23475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_13/index_5995_seed_23475_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12063324470072985, + "vlm_logprob": -0.12063324470072985, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.12063324470072985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2263854593038559 + ], + "opposite_logprob_tokens": [ + -1.601385474205017 + ], + "logprob_reward": -0.2263854593038559, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2263854593038559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14987917244434357, + 0.11977839469909668, + 0.09109903872013092, + 0.05173924192786217, + 0.08427374064922333, + 0.053375277668237686, + 0.20326994359493256, + 0.14180348813533783, + 0.06316988170146942, + 0.04161182790994644 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.2263854593038559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015867978334427 + ], + "opposite_logprob_tokens": [ + -1.7015868425369263 + ], + "logprob_reward": -0.2015867978334427, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015867978334427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13942870497703552, + 0.12341246008872986, + 0.035165634006261826, + 0.036296308040618896, + 0.06639689952135086, + 0.09799182415008545, + 0.3023492693901062, + 0.03746701776981354, + 0.13433824479579926, + 0.027153614908456802 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.2015867978334427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819830760359764 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.01819830760359764, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819830760359764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07384596765041351, + 0.044766709208488464, + 0.07259802520275116, + 0.03721209615468979, + 0.03909152001142502, + 0.046550944447517395, + 0.06705987453460693, + 0.2395121306180954, + 0.13010714948177338, + 0.24925562739372253 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01819830760359764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419964898377657 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.01419964898377657, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419964898377657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08789999783039093, + 0.13003264367580414, + 0.30362173914909363, + 0.05157185718417168, + 0.06580264866352081, + 0.044007308781147, + 0.12860223650932312, + 0.06504882127046585, + 0.032896630465984344, + 0.09051617234945297 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.01419964898377657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in Van Gogh's signature style with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary hermit crab visible crouched on the seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab positioned on a bed of golden quicksand rendered in yellow ochre and pale brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shell on the crab's back a vibrant swirl of orange and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and subtle drift to the right mimicking an underwater current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279600977897644 + ], + "opposite_logprob_tokens": [ + -2.017796039581299 + ], + "logprob_reward": -0.14279600977897644, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279600977897644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10665781050920486, + 0.24655312299728394, + 0.07098075747489929, + 0.06946351379156113, + 0.04263991862535477, + 0.12642768025398254, + 0.15629276633262634, + 0.08269504457712173, + 0.06852822750806808, + 0.029761116951704025 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.14279600977897644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_tensor([5952, 5952])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_tensor([5952, 5952])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3df48a025bf52052b936fa75f291cf629793e895 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_tensor([5952, 5952])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly moving forward, following a solitary figure as they cross the vast, cavernous nave of a Gothic cathedral. The figure's features are obscured by the deep hood of a heavy, floor-length, charcoal-black cloak as they walk down the central aisle with a steady, deliberate pace. Dramatic, ethereal light, studded with dancing dust particles, penetrates the solemn darkness from unseen stained-glass windows high above, casting vibrant patches of ruby and sapphire blue on the cold, polished stone floor. Towering, intricately carved stone columns rise on either side, their summits disappearing into the deep shadows of the vaulted ceiling. The figure's slow, measured footsteps are the sole source of sound, creating a soft, echoing tread that emphasizes the overwhelming scale and reverent silence of the space, creating a powerful atmosphere of awe, solitude, and sacred mystery.", + "seed": 15449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_5952_seed_15449_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021176915953401477, + "vlm_logprob": -0.021176915953401477, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.021176915953401477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05610748380422592 + ], + "opposite_logprob_tokens": [ + -2.931107521057129 + ], + "logprob_reward": -0.05610748380422592, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05610748380422592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3028161823749542, + 0.053680647164583206, + 0.13730761408805847, + 0.23953653872013092, + 0.07958057522773743, + 0.05652643367648125, + 0.009287751279771328, + 0.01559313852339983, + 0.026531584560871124, + 0.07913953065872192 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05610748380422592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006475735572166741 + ], + "opposite_logprob_tokens": [ + -7.37564754486084 + ], + "logprob_reward": -0.0006475735572166741, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006475735572166741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3404674530029297, + 0.04535279422998428, + 0.12995414435863495, + 0.04883972927927971, + 0.07069332152605057, + 0.06971552222967148, + 0.04671097919344902, + 0.021642448380589485, + 0.11558780819177628, + 0.11103583127260208 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0006475735572166741 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332378387451172 + ], + "opposite_logprob_tokens": [ + -3.651332378387451 + ], + "logprob_reward": -0.026332378387451172, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332378387451172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07457970827817917, + 0.04483506828546524, + 0.17448244988918304, + 0.11209948360919952, + 0.09048870205879211, + 0.19253136217594147, + 0.046993568539619446, + 0.04276994988322258, + 0.10628116875886917, + 0.11493851244449615 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.026332378387451172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063323244452477 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063323244452477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063323244452477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15152598917484283, + 0.04170636832714081, + 0.2835884392261505, + 0.10567516833543777, + 0.18801042437553406, + 0.03893040493130684, + 0.026204438880085945, + 0.015420373529195786, + 0.09551230818033218, + 0.05342606082558632 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.016063323244452477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06464574486017227, + 0.03818070888519287, + 0.19494037330150604, + 0.027847308665513992, + 0.4108486473560333, + 0.11192572116851807, + 0.10651733726263046, + 0.011190196499228477, + 0.016555560752749443, + 0.01734836958348751 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.006733820773661137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly moving forward, following a solitary figure as they cross the vast, cavernous nave of a Gothic cathedral. The figure's features are obscured by the deep hood of a heavy, floor-length, charcoal-black cloak as they walk down the central aisle with a steady, deliberate pace. Dramatic, ethereal light, studded with dancing dust particles, penetrates the solemn darkness from unseen stained-glass windows high above, casting vibrant patches of ruby and sapphire blue on the cold, polished stone floor. Towering, intricately carved stone columns rise on either side, their summits disappearing into the deep shadows of the vaulted ceiling. The figure's slow, measured footsteps are the sole source of sound, creating a soft, echoing tread that emphasizes the overwhelming scale and reverent silence of the space, creating a powerful atmosphere of awe, solitude, and sacred mystery.", + "seed": 15450, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_5952_seed_15450_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027106401277706027, + "vlm_logprob": -0.027106401277706027, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.027106401277706027, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019357461482286453 + ], + "opposite_logprob_tokens": [ + -4.019357681274414 + ], + "logprob_reward": -0.019357461482286453, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019357461482286453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11515744775533676, + 0.22273200750350952, + 0.09401548653841019, + 0.268890917301178, + 0.05131104961037636, + 0.05430008843541145, + 0.0594986267387867, + 0.017168492078781128, + 0.0791393369436264, + 0.0377865806221962 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.019357461482286453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001348182326182723 + ], + "opposite_logprob_tokens": [ + -6.62634801864624 + ], + "logprob_reward": -0.001348182326182723, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001348182326182723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12184510380029678, + 0.09379187971353531, + 0.04800243675708771, + 0.10443908721208572, + 0.026370719075202942, + 0.06177884340286255, + 0.03917980566620827, + 0.0791054219007492, + 0.08048058301210403, + 0.34500613808631897 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.001348182326182723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808112069964409 + ], + "opposite_logprob_tokens": [ + -3.288081169128418 + ], + "logprob_reward": -0.03808112069964409, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808112069964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14308644831180573, + 0.09242130815982819, + 0.05939408764243126, + 0.07614642381668091, + 0.06470169872045517, + 0.14734898507595062, + 0.03621741011738777, + 0.03845679387450218, + 0.10803859680891037, + 0.23418830335140228 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.03808112069964409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369303047657013 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369303047657013, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369303047657013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1141042485833168, + 0.08507474511861801, + 0.08726377785205841, + 0.07728558778762817, + 0.061764881014823914, + 0.05080720782279968, + 0.04951943829655647, + 0.04080920293927193, + 0.14094245433807373, + 0.29242849349975586 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03369303047657013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305221140384674 + ], + "opposite_logprob_tokens": [ + -3.1680521965026855 + ], + "logprob_reward": -0.04305221140384674, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305221140384674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07352897524833679, + 0.06721480935811996, + 0.05271047353744507, + 0.03423267602920532, + 0.020757516846060753, + 0.040282316505908966, + 0.06685402989387512, + 0.1935853809118271, + 0.06175840646028519, + 0.389075368642807 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.04305221140384674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly moving forward, following a solitary figure as they cross the vast, cavernous nave of a Gothic cathedral. The figure's features are obscured by the deep hood of a heavy, floor-length, charcoal-black cloak as they walk down the central aisle with a steady, deliberate pace. Dramatic, ethereal light, studded with dancing dust particles, penetrates the solemn darkness from unseen stained-glass windows high above, casting vibrant patches of ruby and sapphire blue on the cold, polished stone floor. Towering, intricately carved stone columns rise on either side, their summits disappearing into the deep shadows of the vaulted ceiling. The figure's slow, measured footsteps are the sole source of sound, creating a soft, echoing tread that emphasizes the overwhelming scale and reverent silence of the space, creating a powerful atmosphere of awe, solitude, and sacred mystery.", + "seed": 15451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_5952_seed_15451_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040322771691717205, + "vlm_logprob": -0.040322771691717205, + "vlm_yes_no_margin": 4.2999999761581424, + "vlm_token_credit": -0.040322771691717205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14435800909996033 + ], + "opposite_logprob_tokens": [ + -2.019357919692993 + ], + "logprob_reward": -0.14435800909996033, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14435800909996033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3567904829978943, + 0.09309529513120651, + 0.022250231355428696, + 0.03261023014783859, + 0.048537272959947586, + 0.024111969396471977, + 0.07466115802526474, + 0.07185191661119461, + 0.21971875429153442, + 0.05637265741825104 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.14435800909996033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006513857515528798 + ], + "opposite_logprob_tokens": [ + -7.3756513595581055 + ], + "logprob_reward": -0.0006513857515528798, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006513857515528798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681605875492096, + 0.1173803061246872, + 0.033189933747053146, + 0.030118092894554138, + 0.07270225137472153, + 0.04043341428041458, + 0.12073022872209549, + 0.06040741130709648, + 0.2804691791534424, + 0.07640858739614487 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0006513857515528798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029786288738250732 + ], + "opposite_logprob_tokens": [ + -3.5297863483428955 + ], + "logprob_reward": -0.029786288738250732, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029786288738250732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14036805927753448, + 0.060161247849464417, + 0.047468315809965134, + 0.047641072422266006, + 0.06590448319911957, + 0.12175451964139938, + 0.12071650475263596, + 0.06920912861824036, + 0.1765318065881729, + 0.1502448320388794 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.029786288738250732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183207139372826 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183207139372826, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183207139372826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13326945900917053, + 0.06577242910861969, + 0.04490755870938301, + 0.04964331164956093, + 0.060739725828170776, + 0.05973044037818909, + 0.13607366383075714, + 0.054918188601732254, + 0.2591535151004791, + 0.13579168915748596 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.018183207139372826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634967729449272 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008634967729449272, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634967729449272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10810413211584091, + 0.1508956402540207, + 0.132878839969635, + 0.14008232951164246, + 0.14978958666324615, + 0.038719721138477325, + 0.09760432690382004, + 0.09295294433832169, + 0.05034344270825386, + 0.038629088550806046 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.008634967729449272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly moving forward, following a solitary figure as they cross the vast, cavernous nave of a Gothic cathedral. The figure's features are obscured by the deep hood of a heavy, floor-length, charcoal-black cloak as they walk down the central aisle with a steady, deliberate pace. Dramatic, ethereal light, studded with dancing dust particles, penetrates the solemn darkness from unseen stained-glass windows high above, casting vibrant patches of ruby and sapphire blue on the cold, polished stone floor. Towering, intricately carved stone columns rise on either side, their summits disappearing into the deep shadows of the vaulted ceiling. The figure's slow, measured footsteps are the sole source of sound, creating a soft, echoing tread that emphasizes the overwhelming scale and reverent silence of the space, creating a powerful atmosphere of awe, solitude, and sacred mystery.", + "seed": 15452, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_14/index_5952_seed_15452_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14243886386975646, + "vlm_logprob": -0.14243886386975646, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.14243886386975646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5765756964683533 + ], + "opposite_logprob_tokens": [ + -0.8265756964683533 + ], + "logprob_reward": -0.5765756964683533, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5765756964683533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2765235900878906, + 0.1793312132358551, + 0.33426618576049805, + 0.05863503739237785, + 0.03813633695244789, + 0.011513167060911655, + 0.012060943059623241, + 0.025818290188908577, + 0.01474799681454897, + 0.048967260867357254 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.5765756964683533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022219750098884106 + ], + "opposite_logprob_tokens": [ + -6.127222061157227 + ], + "logprob_reward": -0.0022219750098884106, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022219750098884106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22625388205051422, + 0.1603115200996399, + 0.29565703868865967, + 0.05597634240984917, + 0.09086278080940247, + 0.013934118673205376, + 0.01584630459547043, + 0.042819030582904816, + 0.03397005796432495, + 0.06436891853809357 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0022219750098884106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863547533750534 + ], + "opposite_logprob_tokens": [ + -3.048635482788086 + ], + "logprob_reward": -0.04863547533750534, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863547533750534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15612341463565826, + 0.09857074916362762, + 0.07255586236715317, + 0.09881705790758133, + 0.3739263117313385, + 0.04415396973490715, + 0.015711279585957527, + 0.014472655020654202, + 0.026286045089364052, + 0.09938262403011322 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04863547533750534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802024364471436 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802024364471436, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802024364471436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17762257158756256, + 0.13035450875759125, + 0.21795566380023956, + 0.05493464693427086, + 0.1648550182580948, + 0.04333021864295006, + 0.01068871933966875, + 0.031845808029174805, + 0.06625743210315704, + 0.10215535759925842 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.029802024364471436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the nave of a Gothic cathedral with towering stone columns and a vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a solitary figure wearing a heavy, floor-length, charcoal-black cloak with an obscured face visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure walking down the central aisle with a steady, deliberate pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move slowly forward, following the figure from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant patches of ruby and sapphire blue light visible on the cold, polished stone floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495914816856384 + ], + "opposite_logprob_tokens": [ + -2.9299590587615967 + ], + "logprob_reward": -0.05495914816856384, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495914816856384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1044868603348732, + 0.07924625277519226, + 0.10413626581430435, + 0.044402047991752625, + 0.18583627045154572, + 0.021850325167179108, + 0.046748917549848557, + 0.10387834161520004, + 0.17739161849021912, + 0.13202321529388428 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.05495914816856384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_tensor([8616, 8616])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_tensor([8616, 8616])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..649f915be57d402b7454eea487997b8925186758 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_tensor([8616, 8616])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up tracking shot from an extremely low angle, the camera pans smoothly sideways, closely following a tiny crab as it scurries across the wet sand. The crab boasts a light, sandy, slightly glossy carapace speckled with brown, its tiny, beady black eyes perched on stalks shifting warily. The scene is bathed in the soft light of the afternoon's golden hour. This low-angle, warm glow creates a mirror-like sheen on the sand's surface, reflecting the thin film of water left by the receding tide. The crab's delicate limbs move with dazzling synchronicity, each stride gently digging into the compacted sand, sending up a shower of shimmering, sunlit grains that trace fleeting arcs through the air. In the blurred background, gentle white waves can be seen lapping gently onto the shore. The image, dominated by warm golden tones and the deep brown of the wet sand, creates a tranquil and focused natural atmosphere, focusing on this vibrant moment of tiny life.", + "seed": 20907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_8616_seed_20907_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01991004142910242, + "vlm_logprob": -0.01991004142910242, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.01991004142910242, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029515372589230537 + ], + "opposite_logprob_tokens": [ + -3.654515266418457 + ], + "logprob_reward": -0.029515372589230537, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029515372589230537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23751625418663025, + 0.20738770067691803, + 0.04992319270968437, + 0.03880951553583145, + 0.02986672893166542, + 0.04029131308197975, + 0.1110885739326477, + 0.1773676723241806, + 0.040719762444496155, + 0.06702928990125656 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.029515372589230537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020620843395590782 + ], + "opposite_logprob_tokens": [ + -3.895620822906494 + ], + "logprob_reward": -0.020620843395590782, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020620843395590782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3456018567085266, + 0.07654024660587311, + 0.07183949649333954, + 0.02900441735982895, + 0.03368961438536644, + 0.04155861958861351, + 0.17516286671161652, + 0.09421554952859879, + 0.05605559051036835, + 0.07633168995380402 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.020620843395590782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646101035177708 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646101035177708, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646101035177708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32563725113868713, + 0.09714572131633759, + 0.08553041517734528, + 0.04420609772205353, + 0.028597865253686905, + 0.045538611710071564, + 0.04472772404551506, + 0.17542654275894165, + 0.05784013494849205, + 0.09534964710474014 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004646101035177708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698100596666336 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033698100596666336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698100596666336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37429821491241455, + 0.142513707280159, + 0.03177693113684654, + 0.05593984201550484, + 0.02419138327240944, + 0.053330328315496445, + 0.05740112066268921, + 0.14750562608242035, + 0.037738729268312454, + 0.07530410587787628 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.033698100596666336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106978952884674 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.01106978952884674, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106978952884674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5792970061302185, + 0.05621389299631119, + 0.10410717874765396, + 0.029892882332205772, + 0.02301509492099285, + 0.026789432391524315, + 0.04634303227066994, + 0.07067947089672089, + 0.022861264646053314, + 0.04080080986022949 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.01106978952884674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up tracking shot from an extremely low angle, the camera pans smoothly sideways, closely following a tiny crab as it scurries across the wet sand. The crab boasts a light, sandy, slightly glossy carapace speckled with brown, its tiny, beady black eyes perched on stalks shifting warily. The scene is bathed in the soft light of the afternoon's golden hour. This low-angle, warm glow creates a mirror-like sheen on the sand's surface, reflecting the thin film of water left by the receding tide. The crab's delicate limbs move with dazzling synchronicity, each stride gently digging into the compacted sand, sending up a shower of shimmering, sunlit grains that trace fleeting arcs through the air. In the blurred background, gentle white waves can be seen lapping gently onto the shore. The image, dominated by warm golden tones and the deep brown of the wet sand, creates a tranquil and focused natural atmosphere, focusing on this vibrant moment of tiny life.", + "seed": 20908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_8616_seed_20908_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04399338685907424, + "vlm_logprob": -0.04399338685907424, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04399338685907424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11680217832326889 + ], + "opposite_logprob_tokens": [ + -2.241802215576172 + ], + "logprob_reward": -0.11680217832326889, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11680217832326889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15347883105278015, + 0.10547224432229996, + 0.1487521231174469, + 0.036197882145643234, + 0.04899479076266289, + 0.033423278480768204, + 0.06653668731451035, + 0.23673115670681, + 0.11569046229124069, + 0.05472252145409584 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.11680217832326889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500856786966324 + ], + "opposite_logprob_tokens": [ + -2.93000864982605 + ], + "logprob_reward": -0.05500856786966324, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500856786966324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09967447072267532, + 0.06258705258369446, + 0.06454445421695709, + 0.12371446192264557, + 0.09441804885864258, + 0.05435372516512871, + 0.05348026752471924, + 0.12550993263721466, + 0.1015470027923584, + 0.22017057240009308 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.05500856786966324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036222815979272127 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036222815979272127, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036222815979272127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10701389610767365, + 0.3032609224319458, + 0.08551682531833649, + 0.053506653755903244, + 0.09502334147691727, + 0.03385143354535103, + 0.07558559626340866, + 0.0744340792298317, + 0.08805549889802933, + 0.08375176042318344 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0036222815979272127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635362558066845 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.02635362558066845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635362558066845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10608701407909393, + 0.2404729276895523, + 0.17767006158828735, + 0.03314691036939621, + 0.03952743485569954, + 0.021071232855319977, + 0.0488060787320137, + 0.20075181126594543, + 0.08351843804121017, + 0.04894811287522316 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.02635362558066845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180280923843384 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180280923843384, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180280923843384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11028248071670532, + 0.27728191018104553, + 0.12442651391029358, + 0.09340525418519974, + 0.11515835672616959, + 0.03561483323574066, + 0.05644692853093147, + 0.08975587040185928, + 0.05266895517706871, + 0.04495898261666298 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.018180280923843384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up tracking shot from an extremely low angle, the camera pans smoothly sideways, closely following a tiny crab as it scurries across the wet sand. The crab boasts a light, sandy, slightly glossy carapace speckled with brown, its tiny, beady black eyes perched on stalks shifting warily. The scene is bathed in the soft light of the afternoon's golden hour. This low-angle, warm glow creates a mirror-like sheen on the sand's surface, reflecting the thin film of water left by the receding tide. The crab's delicate limbs move with dazzling synchronicity, each stride gently digging into the compacted sand, sending up a shower of shimmering, sunlit grains that trace fleeting arcs through the air. In the blurred background, gentle white waves can be seen lapping gently onto the shore. The image, dominated by warm golden tones and the deep brown of the wet sand, creates a tranquil and focused natural atmosphere, focusing on this vibrant moment of tiny life.", + "seed": 20909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_8616_seed_20909_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030189600307494402, + "vlm_logprob": -0.030189600307494402, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.030189600307494402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039580415934324265 + ], + "opposite_logprob_tokens": [ + -3.4145803451538086 + ], + "logprob_reward": -0.039580415934324265, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.039580415934324265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028578082099556923, + 0.013514198362827301, + 0.05228961259126663, + 0.014170545153319836, + 0.0073483954183757305, + 0.010939586907625198, + 0.038840871304273605, + 0.6301159858703613, + 0.19341503083705902, + 0.01078771147876978 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.039580415934324265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905267179012299 + ], + "opposite_logprob_tokens": [ + -2.579052686691284 + ], + "logprob_reward": -0.07905267179012299, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905267179012299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05999930575489998, + 0.021294765174388885, + 0.06662001460790634, + 0.04692146182060242, + 0.02081393077969551, + 0.02205139957368374, + 0.0957888513803482, + 0.21082116663455963, + 0.42715638875961304, + 0.028532709926366806 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.07905267179012299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105473402887583 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105473402887583, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105473402887583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05057201534509659, + 0.02859414741396904, + 0.027487123385071754, + 0.03963712602853775, + 0.0529494509100914, + 0.022105295211076736, + 0.062051087617874146, + 0.48411446809768677, + 0.1560535579919815, + 0.07643571496009827 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.004105473402887583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585577934980392 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.020585577934980392, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585577934980392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07445186376571655, + 0.08098827302455902, + 0.07050467282533646, + 0.06477229297161102, + 0.06343573331832886, + 0.017400069162249565, + 0.10308239609003067, + 0.38871121406555176, + 0.10565374791622162, + 0.03099968098104 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.020585577934980392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623862475156784 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623862475156784, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623862475156784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17062146961688995, + 0.05152024328708649, + 0.03652975708246231, + 0.032051291316747665, + 0.05105382576584816, + 0.025399085134267807, + 0.07066076248884201, + 0.14277605712413788, + 0.2119748294353485, + 0.2074127197265625 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.007623862475156784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up tracking shot from an extremely low angle, the camera pans smoothly sideways, closely following a tiny crab as it scurries across the wet sand. The crab boasts a light, sandy, slightly glossy carapace speckled with brown, its tiny, beady black eyes perched on stalks shifting warily. The scene is bathed in the soft light of the afternoon's golden hour. This low-angle, warm glow creates a mirror-like sheen on the sand's surface, reflecting the thin film of water left by the receding tide. The crab's delicate limbs move with dazzling synchronicity, each stride gently digging into the compacted sand, sending up a shower of shimmering, sunlit grains that trace fleeting arcs through the air. In the blurred background, gentle white waves can be seen lapping gently onto the shore. The image, dominated by warm golden tones and the deep brown of the wet sand, creates a tranquil and focused natural atmosphere, focusing on this vibrant moment of tiny life.", + "seed": 20910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_15/index_8616_seed_20910_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024981139320880176, + "vlm_logprob": -0.024981139320880176, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.024981139320880176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015369078144431114 + ], + "opposite_logprob_tokens": [ + -4.390368938446045 + ], + "logprob_reward": -0.015369078144431114, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015369078144431114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20569990575313568, + 0.06704680621623993, + 0.021386126056313515, + 0.018857600167393684, + 0.011155050247907639, + 0.030262179672718048, + 0.024649932980537415, + 0.05484556406736374, + 0.0363038033246994, + 0.5297930836677551 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.015369078144431114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008527964353561 + ], + "opposite_logprob_tokens": [ + -2.695085287094116 + ], + "logprob_reward": -0.07008527964353561, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008527964353561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04962073639035225, + 0.028665143996477127, + 0.0207520704716444, + 0.026933321729302406, + 0.009181002154946327, + 0.011011307127773762, + 0.00762561010196805, + 0.08075480908155441, + 0.020734896883368492, + 0.7447210550308228 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.07008527964353561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036245384253561497 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.0036245384253561497, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036245384253561497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09465029090642929, + 0.01776568777859211, + 0.008363330736756325, + 0.009785865433514118, + 0.006492422893643379, + 0.004440790973603725, + 0.005147838499397039, + 0.018680285662412643, + 0.0037459053564816713, + 0.8309275507926941 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0036245384253561497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09534955024719238, + 0.03379055857658386, + 0.008421146310865879, + 0.028060242533683777, + 0.010313731618225574, + 0.007294334936887026, + 0.00923771783709526, + 0.012890192680060863, + 0.009557288140058517, + 0.7850852608680725 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023291917517781258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up tracking shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan smoothly sideways while following a tiny crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab's carapace light, sandy, slightly glossy, and speckled with brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the crab's tiny, beady black eyes visible on stalks shifting warily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in the soft light of the afternoon's golden hour with warm golden tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534882873296738 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012534882873296738, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534882873296738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18703237175941467, + 0.03778020292520523, + 0.01078204158693552, + 0.015557607635855675, + 0.008526581339538097, + 0.014817118644714355, + 0.014581608586013317, + 0.02309598959982395, + 0.017016034573316574, + 0.6708104610443115 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012534882873296738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_tensor([8476, 8476])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_tensor([8476, 8476])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7741362c3cd3ca3e53af38405afb6e0f4c649330 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_tensor([8476, 8476])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, shot from a slightly upward angle, moves forward at an incredibly slow, almost imperceptible pace, seamlessly transitioning from a medium close-up to an extreme close-up of an elderly woman's face. Her sparse, silvery hair is meticulously combed back, revealing a forehead marked by the marks of time. A beam of warm afternoon sunlight slants in from outside the frame, gently outlining her cheeks and illuminating the dust particles floating in the air. Her skin is like parched earth, each deep wrinkle a riverbed of memory. At this moment, a crystal-clear tear slowly escapes from her cloudy yet story-filled hazel eyes. Rather than falling directly, it chooses a path, carefully gliding along the deep crow's feet at the corners of her eyes, like a dewdrop rolling along the veins of a leaf, pausing briefly before refracting a faint, poignant glow. Finally, it follows the curve of her cheek and merges into the equally deep nasolabial folds at the corners of her mouth. The corners of her mouth are slightly turned down, her expression is serene and sentimental, and the whole picture, rendered in warm tones, is filled with a silent, affectionate and nostalgic atmosphere.", + "seed": 7778, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_8476_seed_7778_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12086952477693558, + "vlm_logprob": -0.12086952477693558, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.12086952477693558, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017596207559108734 + ], + "opposite_logprob_tokens": [ + -4.142596244812012 + ], + "logprob_reward": -0.017596207559108734, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017596207559108734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2517840564250946, + 0.1108899861574173, + 0.16712550818920135, + 0.05390014499425888, + 0.07533256709575653, + 0.059678077697753906, + 0.10662151128053665, + 0.06625796109437943, + 0.08834265917539597, + 0.020067619159817696 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.017596207559108734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023338735103607178 + ], + "opposite_logprob_tokens": [ + -3.773338794708252 + ], + "logprob_reward": -0.023338735103607178, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023338735103607178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24426929652690887, + 0.06212026625871658, + 0.2297511249780655, + 0.016028176993131638, + 0.03785433620214462, + 0.15286366641521454, + 0.08717674016952515, + 0.015636643394827843, + 0.1308862417936325, + 0.023413468152284622 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.023338735103607178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799386441707611 + ], + "opposite_logprob_tokens": [ + -1.8049386739730835 + ], + "logprob_reward": -0.1799386441707611, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799386441707611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12454765290021896, + 0.15077711641788483, + 0.008220558054745197, + 0.008907665498554707, + 0.18356706202030182, + 0.12458198517560959, + 0.3410523533821106, + 0.023820729926228523, + 0.018225975334644318, + 0.016298895701766014 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.1799386441707611 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134482204914093 + ], + "opposite_logprob_tokens": [ + -1.313448190689087 + ], + "logprob_reward": -0.3134482204914093, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134482204914093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31707873940467834, + 0.05984355881810188, + 0.14171089231967926, + 0.01812121272087097, + 0.10894937068223953, + 0.08807209879159927, + 0.06275134533643723, + 0.027081778272986412, + 0.0830090343952179, + 0.09338193386793137 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.3134482204914093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002581655979156 + ], + "opposite_logprob_tokens": [ + -2.69502592086792 + ], + "logprob_reward": -0.07002581655979156, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002581655979156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35344845056533813, + 0.05011364445090294, + 0.10092999041080475, + 0.022093703970313072, + 0.02916165441274643, + 0.0982818603515625, + 0.02376500330865383, + 0.08941682428121567, + 0.08721962571144104, + 0.14556922018527985 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.07002581655979156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, moves forward at an incredibly slow, almost imperceptible pace, seamlessly transitioning from a medium close-up to an extreme close-up of an elderly woman's face. Her sparse, silvery hair is meticulously combed back, revealing a forehead marked by the marks of time. A beam of warm afternoon sunlight slants in from outside the frame, gently outlining her cheeks and illuminating the dust particles floating in the air. Her skin is like parched earth, each deep wrinkle a riverbed of memory. At this moment, a crystal-clear tear slowly escapes from her cloudy yet story-filled hazel eyes. Rather than falling directly, it chooses a path, carefully gliding along the deep crow's feet at the corners of her eyes, like a dewdrop rolling along the veins of a leaf, pausing briefly before refracting a faint, poignant glow. Finally, it follows the curve of her cheek and merges into the equally deep nasolabial folds at the corners of her mouth. The corners of her mouth are slightly turned down, her expression is serene and sentimental, and the whole picture, rendered in warm tones, is filled with a silent, affectionate and nostalgic atmosphere.", + "seed": 7779, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_8476_seed_7779_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11604639030992984, + "vlm_logprob": -0.11604639030992984, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.11604639030992984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06268904358148575 + ], + "opposite_logprob_tokens": [ + -2.8126890659332275 + ], + "logprob_reward": -0.06268904358148575, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06268904358148575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19925883412361145, + 0.16312146186828613, + 0.08348455280065536, + 0.08473806083202362, + 0.02726580761373043, + 0.018929550424218178, + 0.047561243176460266, + 0.30542874336242676, + 0.03454916551709175, + 0.03566254675388336 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.06268904358148575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023325690999627113 + ], + "opposite_logprob_tokens": [ + -3.7733256816864014 + ], + "logprob_reward": -0.023325690999627113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023325690999627113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07694242149591446, + 0.0715126171708107, + 0.11510736495256424, + 0.08873515576124191, + 0.004746399354189634, + 0.012958762235939503, + 0.00949182640761137, + 0.21789737045764923, + 0.3031731843948364, + 0.09943497180938721 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.023325690999627113 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285233616828918 + ], + "opposite_logprob_tokens": [ + -2.017852306365967 + ], + "logprob_reward": -0.14285233616828918, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285233616828918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06493630260229111, + 0.035220421850681305, + 0.42374423146247864, + 0.16835278272628784, + 0.010297995992004871, + 0.025495992973446846, + 0.1962875872850418, + 0.009981151670217514, + 0.055652037262916565, + 0.010031521320343018 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.14285233616828918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813396155834198 + ], + "opposite_logprob_tokens": [ + -1.4063396453857422 + ], + "logprob_reward": -0.2813396155834198, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813396155834198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049583785235881805, + 0.13759252429008484, + 0.20835798978805542, + 0.07397737354040146, + 0.027828585356473923, + 0.08451573550701141, + 0.10369311273097992, + 0.20616787672042847, + 0.07567737251520157, + 0.03260558471083641 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.2813396155834198 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002526521682739 + ], + "opposite_logprob_tokens": [ + -2.6950252056121826 + ], + "logprob_reward": -0.07002526521682739, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002526521682739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06429088860750198, + 0.15414266288280487, + 0.09211055189371109, + 0.08492866903543472, + 0.05283792316913605, + 0.04677746817469597, + 0.10749278962612152, + 0.20180341601371765, + 0.13347367942333221, + 0.062141962349414825 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.07002526521682739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, moves forward at an incredibly slow, almost imperceptible pace, seamlessly transitioning from a medium close-up to an extreme close-up of an elderly woman's face. Her sparse, silvery hair is meticulously combed back, revealing a forehead marked by the marks of time. A beam of warm afternoon sunlight slants in from outside the frame, gently outlining her cheeks and illuminating the dust particles floating in the air. Her skin is like parched earth, each deep wrinkle a riverbed of memory. At this moment, a crystal-clear tear slowly escapes from her cloudy yet story-filled hazel eyes. Rather than falling directly, it chooses a path, carefully gliding along the deep crow's feet at the corners of her eyes, like a dewdrop rolling along the veins of a leaf, pausing briefly before refracting a faint, poignant glow. Finally, it follows the curve of her cheek and merges into the equally deep nasolabial folds at the corners of her mouth. The corners of her mouth are slightly turned down, her expression is serene and sentimental, and the whole picture, rendered in warm tones, is filled with a silent, affectionate and nostalgic atmosphere.", + "seed": 7780, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_8476_seed_7780_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1580111313611269, + "vlm_logprob": -0.1580111313611269, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.1580111313611269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016801046207547188 + ], + "opposite_logprob_tokens": [ + -4.141800880432129 + ], + "logprob_reward": -0.016801046207547188, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016801046207547188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11985340714454651, + 0.31241142749786377, + 0.07285653054714203, + 0.030272291973233223, + 0.12636932730674744, + 0.07504580169916153, + 0.023691615089774132, + 0.026402130722999573, + 0.16118018329143524, + 0.05191733315587044 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.016801046207547188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521328628063202 + ], + "opposite_logprob_tokens": [ + -1.5021328926086426 + ], + "logprob_reward": -0.2521328628063202, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521328628063202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04862775281071663, + 0.28299185633659363, + 0.052363116294145584, + 0.047537632286548615, + 0.02568511664867401, + 0.048230912536382675, + 0.042062994092702866, + 0.03919307142496109, + 0.20648321509361267, + 0.20682436227798462 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.2521328628063202 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281415194272995 + ], + "opposite_logprob_tokens": [ + -1.4064152240753174 + ], + "logprob_reward": -0.281415194272995, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281415194272995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06508982181549072, + 0.19716186821460724, + 0.10165983438491821, + 0.1612074226140976, + 0.13413672149181366, + 0.08475666493177414, + 0.01550074853003025, + 0.01647999882698059, + 0.13405394554138184, + 0.08995302766561508 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.281415194272995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160190761089325 + ], + "opposite_logprob_tokens": [ + -1.7016018629074097 + ], + "logprob_reward": -0.20160190761089325, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160190761089325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429094821214676, + 0.06362669169902802, + 0.14462162554264069, + 0.19793786108493805, + 0.08783914148807526, + 0.03519604727625847, + 0.028489895164966583, + 0.03684258088469505, + 0.11255534738302231, + 0.14998126029968262 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.20160190761089325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104645907878876 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.038104645907878876, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104645907878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11244179308414459, + 0.19182856380939484, + 0.19424933195114136, + 0.05601280927658081, + 0.03635469824075699, + 0.044899832457304, + 0.037806641310453415, + 0.02608650177717209, + 0.16034799814224243, + 0.13997185230255127 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.038104645907878876 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, moves forward at an incredibly slow, almost imperceptible pace, seamlessly transitioning from a medium close-up to an extreme close-up of an elderly woman's face. Her sparse, silvery hair is meticulously combed back, revealing a forehead marked by the marks of time. A beam of warm afternoon sunlight slants in from outside the frame, gently outlining her cheeks and illuminating the dust particles floating in the air. Her skin is like parched earth, each deep wrinkle a riverbed of memory. At this moment, a crystal-clear tear slowly escapes from her cloudy yet story-filled hazel eyes. Rather than falling directly, it chooses a path, carefully gliding along the deep crow's feet at the corners of her eyes, like a dewdrop rolling along the veins of a leaf, pausing briefly before refracting a faint, poignant glow. Finally, it follows the curve of her cheek and merges into the equally deep nasolabial folds at the corners of her mouth. The corners of her mouth are slightly turned down, her expression is serene and sentimental, and the whole picture, rendered in warm tones, is filled with a silent, affectionate and nostalgic atmosphere.", + "seed": 7781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_2/index_8476_seed_7781_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10388086531311273, + "vlm_logprob": -0.10388086531311273, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.10388086531311273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00958129484206438 + ], + "opposite_logprob_tokens": [ + -5.134581089019775 + ], + "logprob_reward": -0.00958129484206438, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00958129484206438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.413195937871933, + 0.02077605202794075, + 0.018956266343593597, + 0.015837881714105606, + 0.011737072840332985, + 0.034054577350616455, + 0.009582429192960262, + 0.4041181802749634, + 0.04036416858434677, + 0.03137737140059471 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00958129484206438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040557622909546 + ], + "opposite_logprob_tokens": [ + -1.9104056358337402 + ], + "logprob_reward": -0.16040557622909546, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040557622909546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07580354809761047, + 0.004489729646593332, + 0.009115868248045444, + 0.0136115662753582, + 0.06000639870762825, + 0.013277361169457436, + 0.005420756991952658, + 0.8083639740943909, + 0.0067339311353862286, + 0.0031768723856657743 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.16040557622909546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048677489161491394 + ], + "opposite_logprob_tokens": [ + -3.048677444458008 + ], + "logprob_reward": -0.048677489161491394, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048677489161491394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37523430585861206, + 0.04281327500939369, + 0.07765571027994156, + 0.024970300495624542, + 0.03283486142754555, + 0.009503721259534359, + 0.009035647846758366, + 0.40880393981933594, + 0.010263909585773945, + 0.008884313516318798 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.048677489161491394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252092570066452 + ], + "opposite_logprob_tokens": [ + -1.5020925998687744 + ], + "logprob_reward": -0.252092570066452, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252092570066452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1109180822968483, + 0.012277472764253616, + 0.046828463673591614, + 0.02934807538986206, + 0.08878473937511444, + 0.007371526211500168, + 0.011267012916505337, + 0.6464840173721313, + 0.029883740469813347, + 0.016836872324347496 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.252092570066452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an elderly woman with sparse, silvery hair combed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move forward from a medium close-up to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of warm afternoon sunlight visible slanting in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a tear glide along the crow's feet at the corners of her eyes before merging into the nasolabial folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman's expression serene and sentimental with slightly turned-down corners of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864739626646042 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.04864739626646042, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864739626646042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1831691414117813, + 0.007516139652580023, + 0.041163329035043716, + 0.015306215733289719, + 0.028032789006829262, + 0.01203842181712389, + 0.029882727190852165, + 0.6312294602394104, + 0.04247507452964783, + 0.009186634793877602 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.04864739626646042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_tensor([7649, 7649])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_tensor([7649, 7649])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..823a1d52a092b93ed1dec2a2d8a2a4f7147c21c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_tensor([7649, 7649])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot focuses on a polished stainless steel spoon resting on a dark, scratched countertop. A mass of thick, translucent, amber-colored industrial grease sits heavily in the bowl of the spoon, which is tilted at a slight angle. The scene is brightly illuminated by a cool overhead light, creating bright, wet, mirror-like highlights on the grease's sticky surface and the spoon's metallic curves, plunging the surrounding workshop environment into a soft-focus darkness. A sudden, sustained vibration begins to resonate through the countertop, causing the mass of grease to liquefy and slowly begin to deform. Reluctantly shifting weight, it deliberately begins to seep over the smooth, rounded edge of the spoon. A cohesive stream of syrup extends downward, elongating under its own weight, its shimmering surface catching the light as the main drop continues to slide across the spoon. Finally, the tip of the descending strand contacts the countertop below, instantly adhering to the surface and forming a tiny, shimmering pool that anchors the slow, relentless flow and creates an atmosphere of clinical, focused observation.", + "seed": 5174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_7649_seed_5174_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024223918840289117, + "vlm_logprob": -0.024223918840289117, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.024223918840289117, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029539214447140694 + ], + "opposite_logprob_tokens": [ + -3.654539108276367 + ], + "logprob_reward": -0.029539214447140694, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029539214447140694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22220993041992188, + 0.0917520597577095, + 0.031262628734111786, + 0.409784197807312, + 0.051730550825595856, + 0.0380602590739727, + 0.049092043191194534, + 0.04693698510527611, + 0.03107699751853943, + 0.028094347566366196 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.029539214447140694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011107869446277618 + ], + "opposite_logprob_tokens": [ + -4.511107921600342 + ], + "logprob_reward": -0.011107869446277618, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011107869446277618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12021414935588837, + 0.13270246982574463, + 0.07010187953710556, + 0.4714162349700928, + 0.05145933851599693, + 0.04307302087545395, + 0.034348443150520325, + 0.03585208207368851, + 0.01711301878094673, + 0.023719368502497673 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.011107869446277618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654113858938217 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654113858938217, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654113858938217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07539304345846176, + 0.08689870685338974, + 0.055941637605428696, + 0.45205432176589966, + 0.12739300727844238, + 0.0403958261013031, + 0.05850861221551895, + 0.02985406294465065, + 0.04045369476079941, + 0.03310703486204147 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.008654113858938217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811003640294075 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.03811003640294075, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811003640294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062182433903217316, + 0.09333501011133194, + 0.08056650310754776, + 0.474107563495636, + 0.08378295600414276, + 0.0358206145465374, + 0.028134888038039207, + 0.037865202873945236, + 0.06718684732913971, + 0.03701797127723694 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.03811003640294075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337083600461483 + ], + "opposite_logprob_tokens": [ + -3.408708333969116 + ], + "logprob_reward": -0.0337083600461483, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337083600461483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1214660108089447, + 0.07158868759870529, + 0.0702693909406662, + 0.24296557903289795, + 0.21629221737384796, + 0.04644550755620003, + 0.05523674562573433, + 0.06769216060638428, + 0.06934544444084167, + 0.038698263466358185 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0337083600461483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses on a polished stainless steel spoon resting on a dark, scratched countertop. A mass of thick, translucent, amber-colored industrial grease sits heavily in the bowl of the spoon, which is tilted at a slight angle. The scene is brightly illuminated by a cool overhead light, creating bright, wet, mirror-like highlights on the grease's sticky surface and the spoon's metallic curves, plunging the surrounding workshop environment into a soft-focus darkness. A sudden, sustained vibration begins to resonate through the countertop, causing the mass of grease to liquefy and slowly begin to deform. Reluctantly shifting weight, it deliberately begins to seep over the smooth, rounded edge of the spoon. A cohesive stream of syrup extends downward, elongating under its own weight, its shimmering surface catching the light as the main drop continues to slide across the spoon. Finally, the tip of the descending strand contacts the countertop below, instantly adhering to the surface and forming a tiny, shimmering pool that anchors the slow, relentless flow and creates an atmosphere of clinical, focused observation.", + "seed": 5175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_7649_seed_5175_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06357674999162555, + "vlm_logprob": -0.06357674999162555, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06357674999162555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028557609766721725 + ], + "opposite_logprob_tokens": [ + -3.653557538986206 + ], + "logprob_reward": -0.028557609766721725, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028557609766721725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027122344821691513, + 0.03824528306722641, + 0.1438300460577011, + 0.029223699122667313, + 0.019899748265743256, + 0.54045569896698, + 0.023948047310113907, + 0.033971238881349564, + 0.016040252521634102, + 0.12726357579231262 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.028557609766721725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804781526327133 + ], + "opposite_logprob_tokens": [ + -4.634804725646973 + ], + "logprob_reward": -0.009804781526327133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804781526327133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043564919382333755, + 0.04109347239136696, + 0.35585424304008484, + 0.010507674887776375, + 0.011072213761508465, + 0.4806678295135498, + 0.020106108859181404, + 0.022251509130001068, + 0.008677445352077484, + 0.006204575300216675 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.009804781526327133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052597238682210445 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.0052597238682210445, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052597238682210445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01907692849636078, + 0.023229392245411873, + 0.6803604364395142, + 0.04112185165286064, + 0.018850170075893402, + 0.07980667799711227, + 0.029837077483534813, + 0.08298168331384659, + 0.0061226352117955685, + 0.018613142892718315 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.0052597238682210445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866499826312065 + ], + "opposite_logprob_tokens": [ + -3.0486650466918945 + ], + "logprob_reward": -0.04866499826312065, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866499826312065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04969497397542, + 0.06894604116678238, + 0.18407560884952545, + 0.015567004680633545, + 0.026880288496613503, + 0.44175228476524353, + 0.04126966744661331, + 0.13326899707317352, + 0.011366414837539196, + 0.027178706601262093 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.04866499826312065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559663653373718 + ], + "opposite_logprob_tokens": [ + -1.6005966663360596 + ], + "logprob_reward": -0.22559663653373718, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559663653373718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010642515495419502, + 0.018630176782608032, + 0.5879977345466614, + 0.00957026518881321, + 0.045460235327482224, + 0.2843936085700989, + 0.0017491658218204975, + 0.019660556688904762, + 0.0014376459876075387, + 0.02045809105038643 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.22559663653373718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses on a polished stainless steel spoon resting on a dark, scratched countertop. A mass of thick, translucent, amber-colored industrial grease sits heavily in the bowl of the spoon, which is tilted at a slight angle. The scene is brightly illuminated by a cool overhead light, creating bright, wet, mirror-like highlights on the grease's sticky surface and the spoon's metallic curves, plunging the surrounding workshop environment into a soft-focus darkness. A sudden, sustained vibration begins to resonate through the countertop, causing the mass of grease to liquefy and slowly begin to deform. Reluctantly shifting weight, it deliberately begins to seep over the smooth, rounded edge of the spoon. A cohesive stream of syrup extends downward, elongating under its own weight, its shimmering surface catching the light as the main drop continues to slide across the spoon. Finally, the tip of the descending strand contacts the countertop below, instantly adhering to the surface and forming a tiny, shimmering pool that anchors the slow, relentless flow and creates an atmosphere of clinical, focused observation.", + "seed": 5176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_7649_seed_5176_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03903318084776401, + "vlm_logprob": -0.03903318084776401, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03903318084776401, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014753289520740509 + ], + "opposite_logprob_tokens": [ + -4.389753341674805 + ], + "logprob_reward": -0.014753289520740509, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014753289520740509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1182982474565506, + 0.08620556443929672, + 0.03951544314622879, + 0.06231803447008133, + 0.08762060850858688, + 0.035568345338106155, + 0.020205030217766762, + 0.07739917933940887, + 0.4368477761745453, + 0.036021750420331955 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.014753289520740509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036330902948975563 + ], + "opposite_logprob_tokens": [ + -5.62863302230835 + ], + "logprob_reward": -0.0036330902948975563, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036330902948975563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1171281635761261, + 0.038228560239076614, + 0.04517277702689171, + 0.04828139394521713, + 0.018711797893047333, + 0.016016777604818344, + 0.021966323256492615, + 0.05260361731052399, + 0.5819713473320007, + 0.05991918966174126 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0036330902948975563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022019920870661736 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022019920870661736, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022019920870661736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08758224546909332, + 0.12439845502376556, + 0.05658750236034393, + 0.021265164017677307, + 0.0339852012693882, + 0.03581143170595169, + 0.04897601157426834, + 0.02874007448554039, + 0.3471047580242157, + 0.21554918587207794 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.0022019920870661736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419694535434246 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.01419694535434246, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419694535434246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02499285154044628, + 0.013492466881871223, + 0.008934535086154938, + 0.009146897122263908, + 0.02007463574409485, + 0.02018570899963379, + 0.04669373109936714, + 0.02627909556031227, + 0.6376779675483704, + 0.19252213835716248 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01419694535434246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038058698177338 + ], + "opposite_logprob_tokens": [ + -1.9103806018829346 + ], + "logprob_reward": -0.16038058698177338, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038058698177338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053076691925525665, + 0.0238689836114645, + 0.01708562858402729, + 0.03106059692800045, + 0.023655641824007034, + 0.03953748568892479, + 0.0511091984808445, + 0.13092002272605896, + 0.5118498802185059, + 0.11783581972122192 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.16038058698177338 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot focuses on a polished stainless steel spoon resting on a dark, scratched countertop. A mass of thick, translucent, amber-colored industrial grease sits heavily in the bowl of the spoon, which is tilted at a slight angle. The scene is brightly illuminated by a cool overhead light, creating bright, wet, mirror-like highlights on the grease's sticky surface and the spoon's metallic curves, plunging the surrounding workshop environment into a soft-focus darkness. A sudden, sustained vibration begins to resonate through the countertop, causing the mass of grease to liquefy and slowly begin to deform. Reluctantly shifting weight, it deliberately begins to seep over the smooth, rounded edge of the spoon. A cohesive stream of syrup extends downward, elongating under its own weight, its shimmering surface catching the light as the main drop continues to slide across the spoon. Finally, the tip of the descending strand contacts the countertop below, instantly adhering to the surface and forming a tiny, shimmering pool that anchors the slow, relentless flow and creates an atmosphere of clinical, focused observation.", + "seed": 5177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_3/index_7649_seed_5177_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022208452061749994, + "vlm_logprob": -0.022208452061749994, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.022208452061749994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022005319595336914 + ], + "opposite_logprob_tokens": [ + -4.147005081176758 + ], + "logprob_reward": -0.022005319595336914, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.022005319595336914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08983854949474335, + 0.055495429784059525, + 0.040540143847465515, + 0.057265009731054306, + 0.036210957914590836, + 0.0315045490860939, + 0.18877892196178436, + 0.1340630054473877, + 0.27458807826042175, + 0.09171534329652786 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.022005319595336914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028400584124028683 + ], + "opposite_logprob_tokens": [ + -5.877840042114258 + ], + "logprob_reward": -0.0028400584124028683, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028400584124028683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15764714777469635, + 0.028009232133626938, + 0.02749614231288433, + 0.02668614126741886, + 0.032946810126304626, + 0.02371453121304512, + 0.17566262185573578, + 0.2874792516231537, + 0.12339665740728378, + 0.11696147918701172 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0028400584124028683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019464610377326608 + ], + "opposite_logprob_tokens": [ + -6.251946449279785 + ], + "logprob_reward": -0.0019464610377326608, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019464610377326608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043406952172517776, + 0.06158951669931412, + 0.16532304883003235, + 0.08463381975889206, + 0.056698027998209, + 0.04244804382324219, + 0.05813422054052353, + 0.3507234454154968, + 0.06110149621963501, + 0.07594143599271774 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.0019464610377326608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042956478893756866, + 0.031510498374700546, + 0.06315948814153671, + 0.06830944865942001, + 0.02394409291446209, + 0.03103499673306942, + 0.047186534851789474, + 0.4490411877632141, + 0.06661733984947205, + 0.1762399524450302 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel spoon resting on a dark, scratched countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spoon tilted at a slight angle containing a mass of thick, translucent, amber-colored industrial grease?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a cool overhead light creating bright, wet, mirror-like highlights on the grease and spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the grease liquefy, seep over the spoon's edge, and form a descending stream that adheres to the countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the shot while the surrounding environment remains in soft-focus darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899627089500427 + ], + "opposite_logprob_tokens": [ + -2.578996181488037 + ], + "logprob_reward": -0.07899627089500427, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899627089500427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03532036766409874, + 0.039863988757133484, + 0.09071172773838043, + 0.14292480051517487, + 0.10069181025028229, + 0.23936526477336884, + 0.1258147656917572, + 0.11959082633256912, + 0.03528213128447533, + 0.0704343169927597 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.07899627089500427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_tensor([6180, 6180])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_tensor([6180, 6180])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46e733f41ec37f81cc12c6a36e082fe19cfbda76 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_tensor([6180, 6180])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up focuses tightly on a small toy sailboat, its hull made of smooth, primary-colored plastic and topped with a simple white sail. It slowly drifts across the glassy surface of a shallow rain puddle formed on rough, black asphalt. The still water perfectly reflects the gloomy, gray, overcast sky, creating a somber, serene atmosphere. Suddenly, an unseen gust of wind shatters the calm, rapidly propelling the boat forward and sending a series of concentric ripples across the water. As the wind catches the sail, the boat tilts precariously, its mast tilting sharply to one side. It struggles briefly and dramatically against the force before completely losing balance and capsizing in a swift, silent manner. The scene ends with the boat floating upside down, motionless, its vibrant red hull exposed naked to the sky. The soft, aimless sunlight reflected off the wet, shimmering street surface enhances the atmosphere of quiet, miniature tragedy.", + "seed": 18154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_6180_seed_18154_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021570933191105722, + "vlm_logprob": -0.021570933191105722, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.021570933191105722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02409694716334343 + ], + "opposite_logprob_tokens": [ + -3.774096965789795 + ], + "logprob_reward": -0.02409694716334343, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02409694716334343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891406625509262, + 0.02213943749666214, + 0.0779711976647377, + 0.17779412865638733, + 0.13394272327423096, + 0.07795935869216919, + 0.13228677213191986, + 0.07972057908773422, + 0.04273543506860733, + 0.06630969792604446 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.02409694716334343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024917051196098328 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024917051196098328, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024917051196098328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16932252049446106, + 0.04724959284067154, + 0.09838888794183731, + 0.10212298482656479, + 0.06190376728773117, + 0.08574119210243225, + 0.07395388931035995, + 0.09015531092882156, + 0.1993761658668518, + 0.07178569585084915 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0024917051196098328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866091161966324 + ], + "opposite_logprob_tokens": [ + -3.04866099357605 + ], + "logprob_reward": -0.04866091161966324, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866091161966324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08591727912425995, + 0.04742911830544472, + 0.032855965197086334, + 0.14070996642112732, + 0.10684362053871155, + 0.16918928921222687, + 0.1381497085094452, + 0.09211772680282593, + 0.08072912693023682, + 0.10605820268392563 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.04866091161966324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028156896587461233 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.0028156896587461233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028156896587461233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0867963656783104, + 0.021928537636995316, + 0.053846728056669235, + 0.12165135145187378, + 0.08541003614664078, + 0.099811851978302, + 0.09820181876420975, + 0.14968769252300262, + 0.08020901679992676, + 0.20245660841464996 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.0028156896587461233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789412394165993 + ], + "opposite_logprob_tokens": [ + -3.529789447784424 + ], + "logprob_reward": -0.029789412394165993, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789412394165993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10998577624559402, + 0.055355511605739594, + 0.0235871821641922, + 0.16673074662685394, + 0.09342040866613388, + 0.13133950531482697, + 0.08623013645410538, + 0.06840354949235916, + 0.22948311269283295, + 0.03546403720974922 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.029789412394165993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up focuses tightly on a small toy sailboat, its hull made of smooth, primary-colored plastic and topped with a simple white sail. It slowly drifts across the glassy surface of a shallow rain puddle formed on rough, black asphalt. The still water perfectly reflects the gloomy, gray, overcast sky, creating a somber, serene atmosphere. Suddenly, an unseen gust of wind shatters the calm, rapidly propelling the boat forward and sending a series of concentric ripples across the water. As the wind catches the sail, the boat tilts precariously, its mast tilting sharply to one side. It struggles briefly and dramatically against the force before completely losing balance and capsizing in a swift, silent manner. The scene ends with the boat floating upside down, motionless, its vibrant red hull exposed naked to the sky. The soft, aimless sunlight reflected off the wet, shimmering street surface enhances the atmosphere of quiet, miniature tragedy.", + "seed": 18155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_6180_seed_18155_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0217298811301589, + "vlm_logprob": -0.0217298811301589, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.0217298811301589, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023665815591812134 + ], + "opposite_logprob_tokens": [ + -3.7736659049987793 + ], + "logprob_reward": -0.023665815591812134, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023665815591812134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21082843840122223, + 0.2735021412372589, + 0.04873985797166824, + 0.13875725865364075, + 0.09735627472400665, + 0.09235168993473053, + 0.04653396084904671, + 0.030719615519046783, + 0.017220856621861458, + 0.043989915400743484 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023665815591812134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33489251136779785, + 0.1615140438079834, + 0.12343954294919968, + 0.10843674838542938, + 0.10039032995700836, + 0.06400608271360397, + 0.024597415700554848, + 0.021542126312851906, + 0.020341800525784492, + 0.04083936661481857 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352116838097572 + ], + "opposite_logprob_tokens": [ + -3.6513521671295166 + ], + "logprob_reward": -0.026352116838097572, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352116838097572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12631310522556305, + 0.1790340542793274, + 0.04315805807709694, + 0.2275313287973404, + 0.23104117810726166, + 0.06902199983596802, + 0.037606317549943924, + 0.034959957003593445, + 0.03148302808403969, + 0.01985090784728527 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.026352116838097572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024861162528395653 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.0024861162528395653, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024861162528395653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12846244871616364, + 0.17193661630153656, + 0.06591656804084778, + 0.1577596217393875, + 0.13962049782276154, + 0.1987895518541336, + 0.04362000152468681, + 0.03584395721554756, + 0.022285329177975655, + 0.03576543927192688 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.0024861162528395653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790569096803665 + ], + "opposite_logprob_tokens": [ + -3.5297906398773193 + ], + "logprob_reward": -0.029790569096803665, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790569096803665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24883244931697845, + 0.08751709759235382, + 0.08040694147348404, + 0.07391601800918579, + 0.10847176611423492, + 0.16339023411273956, + 0.10284478962421417, + 0.04578276723623276, + 0.03557029366493225, + 0.05326763540506363 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.029790569096803665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up focuses tightly on a small toy sailboat, its hull made of smooth, primary-colored plastic and topped with a simple white sail. It slowly drifts across the glassy surface of a shallow rain puddle formed on rough, black asphalt. The still water perfectly reflects the gloomy, gray, overcast sky, creating a somber, serene atmosphere. Suddenly, an unseen gust of wind shatters the calm, rapidly propelling the boat forward and sending a series of concentric ripples across the water. As the wind catches the sail, the boat tilts precariously, its mast tilting sharply to one side. It struggles briefly and dramatically against the force before completely losing balance and capsizing in a swift, silent manner. The scene ends with the boat floating upside down, motionless, its vibrant red hull exposed naked to the sky. The soft, aimless sunlight reflected off the wet, shimmering street surface enhances the atmosphere of quiet, miniature tragedy.", + "seed": 18156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_6180_seed_18156_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015289339772425591, + "vlm_logprob": -0.015289339772425591, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.015289339772425591, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03864257410168648 + ], + "opposite_logprob_tokens": [ + -3.288642644882202 + ], + "logprob_reward": -0.03864257410168648, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03864257410168648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17897537350654602, + 0.17146240174770355, + 0.11701353639364243, + 0.043949298560619354, + 0.05042039602994919, + 0.1152198389172554, + 0.05241469293832779, + 0.06992631405591965, + 0.011784907430410385, + 0.18883322179317474 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03864257410168648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22731459140777588, + 0.10738206654787064, + 0.20971117913722992, + 0.14300507307052612, + 0.04999919235706329, + 0.0630890280008316, + 0.034319788217544556, + 0.04294817894697189, + 0.0158845167607069, + 0.10634639114141464 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606813259422779 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.01606813259422779, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606813259422779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18556147813796997, + 0.0839160904288292, + 0.13702836632728577, + 0.07704171538352966, + 0.06006050482392311, + 0.08703520148992538, + 0.04797700047492981, + 0.1156005933880806, + 0.027487916871905327, + 0.17829106748104095 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01606813259422779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010388459777459502 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.0010388459777459502, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010388459777459502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13228046894073486, + 0.1518026888370514, + 0.0760120302438736, + 0.10136061161756516, + 0.07279473543167114, + 0.09375602006912231, + 0.04615651071071625, + 0.0757470652461052, + 0.059194158762693405, + 0.19089573621749878 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0010388459777459502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057927161455154 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057927161455154, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057927161455154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15582434833049774, + 0.09152255952358246, + 0.3072682321071625, + 0.07912171632051468, + 0.055339738726615906, + 0.05149174481630325, + 0.10562741756439209, + 0.04413270205259323, + 0.022954469546675682, + 0.08671705424785614 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.016057927161455154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up focuses tightly on a small toy sailboat, its hull made of smooth, primary-colored plastic and topped with a simple white sail. It slowly drifts across the glassy surface of a shallow rain puddle formed on rough, black asphalt. The still water perfectly reflects the gloomy, gray, overcast sky, creating a somber, serene atmosphere. Suddenly, an unseen gust of wind shatters the calm, rapidly propelling the boat forward and sending a series of concentric ripples across the water. As the wind catches the sail, the boat tilts precariously, its mast tilting sharply to one side. It struggles briefly and dramatically against the force before completely losing balance and capsizing in a swift, silent manner. The scene ends with the boat floating upside down, motionless, its vibrant red hull exposed naked to the sky. The soft, aimless sunlight reflected off the wet, shimmering street surface enhances the atmosphere of quiet, miniature tragedy.", + "seed": 18157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_4/index_6180_seed_18157_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04376653882209212, + "vlm_logprob": -0.04376653882209212, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.04376653882209212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027158284559845924 + ], + "opposite_logprob_tokens": [ + -3.652158260345459 + ], + "logprob_reward": -0.027158284559845924, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027158284559845924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3368920683860779, + 0.12485767900943756, + 0.15431368350982666, + 0.046320684254169464, + 0.0469355583190918, + 0.034628789871931076, + 0.029322154819965363, + 0.06443823873996735, + 0.04281599819660187, + 0.11947517096996307 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.027158284559845924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24721145629882812, + 0.13763777911663055, + 0.08014756441116333, + 0.20471806824207306, + 0.13055704534053802, + 0.0637800395488739, + 0.03695818409323692, + 0.026332912966609, + 0.02164408750832081, + 0.051012881100177765 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004098231438547373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281368255615234 + ], + "opposite_logprob_tokens": [ + -2.0178136825561523 + ], + "logprob_reward": -0.14281368255615234, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281368255615234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15094250440597534, + 0.13145515322685242, + 0.4653824269771576, + 0.042195212095975876, + 0.0822444036602974, + 0.025338077917695045, + 0.008626180700957775, + 0.02872345596551895, + 0.017628714442253113, + 0.047463905066251755 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.14281368255615234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017108578467741609 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017108578467741609, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017108578467741609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.274871289730072, + 0.07174091041088104, + 0.1114182099699974, + 0.1045365184545517, + 0.09991565346717834, + 0.026616407558321953, + 0.08697126805782318, + 0.04449262097477913, + 0.08780648559331894, + 0.09163060039281845 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0017108578467741609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small toy sailboat with a smooth, primary-colored plastic hull and a simple white sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a shallow rain puddle on rough, black asphalt with a gloomy, gray, overcast sky reflected in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the boat being propelled forward by wind, tilting sharply, and then capsizing upside down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final state of the boat floating upside down and motionless with its red hull exposed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up focusing tightly on the toy sailboat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305163770914078 + ], + "opposite_logprob_tokens": [ + -3.1680517196655273 + ], + "logprob_reward": -0.04305163770914078, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305163770914078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884859561920166, + 0.1861295998096466, + 0.08813513070344925, + 0.0801842138171196, + 0.10061339288949966, + 0.06054094061255455, + 0.05898742750287056, + 0.038021255284547806, + 0.11426911503076553, + 0.06427037715911865 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04305163770914078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_tensor([5641, 5641])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_tensor([5641, 5641])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa7152062af2bc35ef2ac6a2e85a1d127fb79d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_tensor([5641, 5641])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, majestic wide-angle shot, captured as a series of stills in the style of Hayao Miyazaki, captures a massive brain coral structure, serenely resting on a pristine sandy seafloor. The coral's surface, imbued with the warmth and hand-painted detail characteristic of Ghibli masterpieces, is a vast, intricate maze of organic folds and deep crevices, colored in soft ochres and gentle pinks. From within its intricate structure, a soft, rhythmic bioluminescence emanates, pulsating with a gentle golden glow, illuminating the surrounding water. Above, bright, speckled sunlight penetrates the perfectly clear turquoise water, casting shifting, shimmering patterns across the seafloor and the massive forms of the coral, creating an ethereal, cathedral-like atmosphere. Each still in the sequence observes schools of tiny, elegantly simple silver fish as they gently graze along the coral's surface; their synchronized balletic movements are captured in moments of tranquility, their shimmering scales catching and reflecting the sunlight overhead like scattered jewels. The scene is filled with profound tranquility and gentle wonder, a harmonious ecosystem brought to life with soft art and a rich, vibrant palette, evoking a deep sense of peace and the magical beauty of an undiscovered underwater world.", + "seed": 28682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_5641_seed_28682_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09238880723714829, + "vlm_logprob": -0.09238880723714829, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.09238880723714829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040006376802921295 + ], + "opposite_logprob_tokens": [ + -6.004000663757324 + ], + "logprob_reward": -0.0040006376802921295, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0040006376802921295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14431658387184143, + 0.14004957675933838, + 0.053802795708179474, + 0.3613540232181549, + 0.06851014494895935, + 0.0360802486538887, + 0.056759584695100784, + 0.08011751621961594, + 0.027061672881245613, + 0.03194783255457878 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0040006376802921295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074584797024727 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.016074584797024727, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074584797024727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1463717520236969, + 0.21400421857833862, + 0.07096129655838013, + 0.05674935132265091, + 0.08886902779340744, + 0.15809902548789978, + 0.049980003386735916, + 0.11331196129322052, + 0.04709489643573761, + 0.0545584112405777 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.016074584797024727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031987475231289864 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031987475231289864, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031987475231289864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3407902121543884, + 0.2786725163459778, + 0.0484548918902874, + 0.1325031965970993, + 0.0341765396296978, + 0.03399982303380966, + 0.060642797499895096, + 0.03532876819372177, + 0.022548725828528404, + 0.012882577255368233 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0031987475231289864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14367879927158356, + 0.07823655754327774, + 0.03296373039484024, + 0.2125060260295868, + 0.05580054223537445, + 0.11367423087358475, + 0.04377228021621704, + 0.15303228795528412, + 0.06152112036943436, + 0.10481447726488113 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288835823535919 + ], + "opposite_logprob_tokens": [ + -1.0538835525512695 + ], + "logprob_reward": -0.4288835823535919, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288835823535919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16986271739006042, + 0.10076074302196503, + 0.0662221685051918, + 0.2403203248977661, + 0.05935205891728401, + 0.055692922323942184, + 0.04626946523785591, + 0.1632234901189804, + 0.063387930393219, + 0.034908227622509 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.4288835823535919 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, majestic wide-angle shot, captured as a series of stills in the style of Hayao Miyazaki, captures a massive brain coral structure, serenely resting on a pristine sandy seafloor. The coral's surface, imbued with the warmth and hand-painted detail characteristic of Ghibli masterpieces, is a vast, intricate maze of organic folds and deep crevices, colored in soft ochres and gentle pinks. From within its intricate structure, a soft, rhythmic bioluminescence emanates, pulsating with a gentle golden glow, illuminating the surrounding water. Above, bright, speckled sunlight penetrates the perfectly clear turquoise water, casting shifting, shimmering patterns across the seafloor and the massive forms of the coral, creating an ethereal, cathedral-like atmosphere. Each still in the sequence observes schools of tiny, elegantly simple silver fish as they gently graze along the coral's surface; their synchronized balletic movements are captured in moments of tranquility, their shimmering scales catching and reflecting the sunlight overhead like scattered jewels. The scene is filled with profound tranquility and gentle wonder, a harmonious ecosystem brought to life with soft art and a rich, vibrant palette, evoking a deep sense of peace and the magical beauty of an undiscovered underwater world.", + "seed": 28683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_5641_seed_28683_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08839581422507763, + "vlm_logprob": -0.08839581422507763, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.08839581422507763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01590646803379059 + ], + "opposite_logprob_tokens": [ + -4.26590633392334 + ], + "logprob_reward": -0.01590646803379059, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01590646803379059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09367131441831589, + 0.1899912804365158, + 0.0445328988134861, + 0.02553592249751091, + 0.05837702006101608, + 0.2709789574146271, + 0.17022745311260223, + 0.029962120577692986, + 0.08652566373348236, + 0.030197404325008392 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.01590646803379059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981104888021946 + ], + "opposite_logprob_tokens": [ + -3.529811143875122 + ], + "logprob_reward": -0.02981104888021946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981104888021946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0416903980076313, + 0.4056016802787781, + 0.027595719322562218, + 0.032707322388887405, + 0.0712360069155693, + 0.1929488331079483, + 0.08361354470252991, + 0.0519002340734005, + 0.04608085751533508, + 0.04662536457180977 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.02981104888021946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024922997690737247 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024922997690737247, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024922997690737247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08115559071302414, + 0.486937016248703, + 0.10509741306304932, + 0.07759061455726624, + 0.04601835831999779, + 0.038123518228530884, + 0.045152582228183746, + 0.0476902611553669, + 0.04236886650323868, + 0.029865767806768417 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0024922997690737247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673760985955596 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.00673760985955596, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673760985955596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04110555723309517, + 0.21448348462581635, + 0.04091319441795349, + 0.03723839670419693, + 0.14841920137405396, + 0.06154054030776024, + 0.034445520490407944, + 0.09705264866352081, + 0.29464277625083923, + 0.03015866130590439 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.00673760985955596 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870316445827484 + ], + "opposite_logprob_tokens": [ + -1.1370316743850708 + ], + "logprob_reward": -0.3870316445827484, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870316445827484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04049775376915932, + 0.6047613024711609, + 0.017257852479815483, + 0.017926936969161034, + 0.0843038260936737, + 0.0630514919757843, + 0.0732184574007988, + 0.0257673729211092, + 0.036824051290750504, + 0.0363910049200058 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.3870316445827484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, majestic wide-angle shot, captured as a series of stills in the style of Hayao Miyazaki, captures a massive brain coral structure, serenely resting on a pristine sandy seafloor. The coral's surface, imbued with the warmth and hand-painted detail characteristic of Ghibli masterpieces, is a vast, intricate maze of organic folds and deep crevices, colored in soft ochres and gentle pinks. From within its intricate structure, a soft, rhythmic bioluminescence emanates, pulsating with a gentle golden glow, illuminating the surrounding water. Above, bright, speckled sunlight penetrates the perfectly clear turquoise water, casting shifting, shimmering patterns across the seafloor and the massive forms of the coral, creating an ethereal, cathedral-like atmosphere. Each still in the sequence observes schools of tiny, elegantly simple silver fish as they gently graze along the coral's surface; their synchronized balletic movements are captured in moments of tranquility, their shimmering scales catching and reflecting the sunlight overhead like scattered jewels. The scene is filled with profound tranquility and gentle wonder, a harmonious ecosystem brought to life with soft art and a rich, vibrant palette, evoking a deep sense of peace and the magical beauty of an undiscovered underwater world.", + "seed": 28684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_5641_seed_28684_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06326730493456126, + "vlm_logprob": -0.06326730493456126, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.06326730493456126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006586982868611813 + ], + "opposite_logprob_tokens": [ + -5.506587028503418 + ], + "logprob_reward": -0.006586982868611813, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006586982868611813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11700256913900375, + 0.08550235629081726, + 0.07142510265111923, + 0.3559189438819885, + 0.024147670716047287, + 0.035434503108263016, + 0.2122434824705124, + 0.028601590543985367, + 0.03690280765295029, + 0.032820913940668106 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.006586982868611813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300651460886 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.023300651460886, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300651460886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540076673030853, + 0.11856058984994888, + 0.11191271245479584, + 0.07012904435396194, + 0.08085165172815323, + 0.09755910933017731, + 0.1214393824338913, + 0.033470481634140015, + 0.03154515475034714, + 0.0805242583155632 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.023300651460886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952132865786552 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952132865786552, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952132865786552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20839513838291168, + 0.12801702320575714, + 0.07332422584295273, + 0.21153952181339264, + 0.05421723052859306, + 0.03711357340216637, + 0.12305451184511185, + 0.09879277646541595, + 0.039695896208286285, + 0.025850126519799232 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005952132865786552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054959487169981 + ], + "opposite_logprob_tokens": [ + -2.929959535598755 + ], + "logprob_reward": -0.054959487169981, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054959487169981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24930784106254578, + 0.10961584746837616, + 0.14051197469234467, + 0.11201959103345871, + 0.1009192243218422, + 0.02276352047920227, + 0.09210972487926483, + 0.05447569862008095, + 0.061614807695150375, + 0.05666179955005646 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.054959487169981 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255372703075409 + ], + "opposite_logprob_tokens": [ + -1.6005373001098633 + ], + "logprob_reward": -0.2255372703075409, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255372703075409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3945140540599823, + 0.06018216535449028, + 0.26008257269859314, + 0.0498567596077919, + 0.028983518481254578, + 0.013417007401585579, + 0.08254005014896393, + 0.03791105002164841, + 0.025798238813877106, + 0.046714652329683304 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.2255372703075409 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, majestic wide-angle shot, captured as a series of stills in the style of Hayao Miyazaki, captures a massive brain coral structure, serenely resting on a pristine sandy seafloor. The coral's surface, imbued with the warmth and hand-painted detail characteristic of Ghibli masterpieces, is a vast, intricate maze of organic folds and deep crevices, colored in soft ochres and gentle pinks. From within its intricate structure, a soft, rhythmic bioluminescence emanates, pulsating with a gentle golden glow, illuminating the surrounding water. Above, bright, speckled sunlight penetrates the perfectly clear turquoise water, casting shifting, shimmering patterns across the seafloor and the massive forms of the coral, creating an ethereal, cathedral-like atmosphere. Each still in the sequence observes schools of tiny, elegantly simple silver fish as they gently graze along the coral's surface; their synchronized balletic movements are captured in moments of tranquility, their shimmering scales catching and reflecting the sunlight overhead like scattered jewels. The scene is filled with profound tranquility and gentle wonder, a harmonious ecosystem brought to life with soft art and a rich, vibrant palette, evoking a deep sense of peace and the magical beauty of an undiscovered underwater world.", + "seed": 28685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_5/index_5641_seed_28685_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12286607157438993, + "vlm_logprob": -0.12286607157438993, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.12286607157438993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007192906457930803 + ], + "opposite_logprob_tokens": [ + -5.257193088531494 + ], + "logprob_reward": -0.007192906457930803, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007192906457930803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3507835268974304, + 0.10189710557460785, + 0.09428415447473526, + 0.1303328424692154, + 0.07950248569250107, + 0.09430550038814545, + 0.03659781068563461, + 0.030162658542394638, + 0.054692212492227554, + 0.02744167111814022 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007192906457930803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865284636616707 + ], + "opposite_logprob_tokens": [ + -3.0486528873443604 + ], + "logprob_reward": -0.04865284636616707, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865284636616707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2106972485780716, + 0.3726694583892822, + 0.05180587247014046, + 0.086820088326931, + 0.08436073362827301, + 0.049638550728559494, + 0.05936730280518532, + 0.01771198958158493, + 0.043468065559864044, + 0.023460760712623596 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.04865284636616707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254624877125025 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254624877125025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254624877125025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2828019857406616, + 0.13540051877498627, + 0.10652301460504532, + 0.24045994877815247, + 0.03885376453399658, + 0.08022831380367279, + 0.04733358696103096, + 0.014799312688410282, + 0.03379688411951065, + 0.019802652299404144 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005254624877125025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897787541151047 + ], + "opposite_logprob_tokens": [ + -2.5789778232574463 + ], + "logprob_reward": -0.07897787541151047, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897787541151047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42539018392562866, + 0.08470866829156876, + 0.06883329898118973, + 0.12539944052696228, + 0.04449877515435219, + 0.03683340921998024, + 0.057086534798145294, + 0.024569280445575714, + 0.10785960406064987, + 0.024820780381560326 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.07897787541151047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive brain coral structure resting on a sandy seafloor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with the hand-painted aesthetic of Hayao Miyazaki or Ghibli masterpieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the coral display soft ochre and gentle pink colors with intricate folds and crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft golden bioluminescence emanating from within the coral structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are schools of tiny silver fish visible grazing along the coral's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742521047592163 + ], + "opposite_logprob_tokens": [ + -0.9742521047592163 + ], + "logprob_reward": -0.4742521047592163, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742521047592163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44080066680908203, + 0.07999321818351746, + 0.06565260887145996, + 0.11591982841491699, + 0.1135486587882042, + 0.026200152933597565, + 0.05534009262919426, + 0.039602067321538925, + 0.029813246801495552, + 0.03312942758202553 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.4742521047592163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_tensor([7052, 7052])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_tensor([7052, 7052])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9b019bfd528418fef9d345d10e9d2431d5f20c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_tensor([7052, 7052])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle shot begins a continuous, aggressive drive between two heavily armored motorcycles locked in a brutal, high-speed clash in a rain-slicked urban underpass at night. The motorcycle on the left is a hulking beast, its frame reinforced with scarred, matte-black steel plates bolted to the chassis, while the bike on the right is an angular, more agile-looking machine with a pristine, unpainted titanium frame that gleams in the bright sunlight. As they violently collide, their frames rub against each other with immense force, and a bright, explosive burst of incandescent orange and white sparks erupts violently at the point of contact, momentarily illuminating the scene with a fiery, flickering glare. The camera steadily and deliberately advances, close in on the screaming, twisting metal, capturing how the armor plates deform and shear. In the background, the wet asphalt reflects chaotic light, and crumbling concrete pillars are covered in faded graffiti, their details blurred by movement and a fine mist in the air. The scene is illuminated by the motorcycle’s own penetrating cool white LED headlights, casting long, distorted shadows and creating an atmosphere of tense, high-octane, and violent mayhem of pure mechanical fury.", + "seed": 31559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_7052_seed_31559_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07245936691761017, + "vlm_logprob": -0.07245936691761017, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.07245936691761017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03901960328221321 + ], + "opposite_logprob_tokens": [ + -3.2890195846557617 + ], + "logprob_reward": -0.03901960328221321, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03901960328221321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20176538825035095, + 0.04124223440885544, + 0.0447416752576828, + 0.07735490798950195, + 0.17657820880413055, + 0.060183439403772354, + 0.20024758577346802, + 0.08508219569921494, + 0.049178313463926315, + 0.06362612545490265 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.03901960328221321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637452632188797 + ], + "opposite_logprob_tokens": [ + -3.651374578475952 + ], + "logprob_reward": -0.02637452632188797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637452632188797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08246779441833496, + 0.17815160751342773, + 0.03813884034752846, + 0.04136519879102707, + 0.39101871848106384, + 0.020476752892136574, + 0.09676998853683472, + 0.05487525090575218, + 0.026041019707918167, + 0.07069481909275055 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.02637452632188797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212693214416504 + ], + "opposite_logprob_tokens": [ + -1.502126932144165 + ], + "logprob_reward": -0.25212693214416504, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212693214416504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14288142323493958, + 0.604641318321228, + 0.013968212530016899, + 0.013277318328619003, + 0.15110544860363007, + 0.014799409545958042, + 0.025139037519693375, + 0.016714196652173996, + 0.008649662137031555, + 0.008823937736451626 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.25212693214416504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370397910475731 + ], + "opposite_logprob_tokens": [ + -3.4087040424346924 + ], + "logprob_reward": -0.03370397910475731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370397910475731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13041813671588898, + 0.21061095595359802, + 0.034175142645835876, + 0.10983428359031677, + 0.14397107064723969, + 0.019674116745591164, + 0.13907332718372345, + 0.08074904978275299, + 0.04583889618515968, + 0.08565503358840942 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.03370397910475731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071793735027313 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071793735027313, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071793735027313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16433106362819672, + 0.23946960270404816, + 0.0424889512360096, + 0.05328720808029175, + 0.2903349995613098, + 0.03033934161067009, + 0.028132138773798943, + 0.04762564226984978, + 0.07417134195566177, + 0.029819726943969727 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.011071793735027313 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins a continuous, aggressive drive between two heavily armored motorcycles locked in a brutal, high-speed clash in a rain-slicked urban underpass at night. The motorcycle on the left is a hulking beast, its frame reinforced with scarred, matte-black steel plates bolted to the chassis, while the bike on the right is an angular, more agile-looking machine with a pristine, unpainted titanium frame that gleams in the bright sunlight. As they violently collide, their frames rub against each other with immense force, and a bright, explosive burst of incandescent orange and white sparks erupts violently at the point of contact, momentarily illuminating the scene with a fiery, flickering glare. The camera steadily and deliberately advances, close in on the screaming, twisting metal, capturing how the armor plates deform and shear. In the background, the wet asphalt reflects chaotic light, and crumbling concrete pillars are covered in faded graffiti, their details blurred by movement and a fine mist in the air. The scene is illuminated by the motorcycle’s own penetrating cool white LED headlights, casting long, distorted shadows and creating an atmosphere of tense, high-octane, and violent mayhem of pure mechanical fury.", + "seed": 31560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_7052_seed_31560_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03995219306088984, + "vlm_logprob": -0.03995219306088984, + "vlm_yes_no_margin": 4.024999976158142, + "vlm_token_credit": -0.03995219306088984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013258743099868298 + ], + "opposite_logprob_tokens": [ + -4.388258934020996 + ], + "logprob_reward": -0.013258743099868298, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013258743099868298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11269018054008484, + 0.38606420159339905, + 0.06427759677171707, + 0.020400485023856163, + 0.10939157009124756, + 0.04552682116627693, + 0.13413266837596893, + 0.03441082313656807, + 0.018910104408860207, + 0.07419558614492416 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.013258743099868298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208960071206093 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018208960071206093, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208960071206093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708967536687851, + 0.05623863637447357, + 0.04012871906161308, + 0.04391396418213844, + 0.06284020841121674, + 0.0702340304851532, + 0.22486265003681183, + 0.1352619081735611, + 0.0615210086107254, + 0.13410218060016632 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.018208960071206093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281617105007172 + ], + "opposite_logprob_tokens": [ + -2.0178160667419434 + ], + "logprob_reward": -0.14281617105007172, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281617105007172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15224651992321014, + 0.08270247280597687, + 0.06106364354491234, + 0.052031997591257095, + 0.0904061421751976, + 0.10790220648050308, + 0.2555464804172516, + 0.06300843507051468, + 0.06130523979663849, + 0.07378680258989334 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.14281617105007172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021997320000082254 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021997320000082254, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021997320000082254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12283308058977127, + 0.7481303215026855, + 0.019735844805836678, + 0.011756747029721737, + 0.010237856768071651, + 0.008838824927806854, + 0.01960507594048977, + 0.011388365179300308, + 0.030642250552773476, + 0.01683168299496174 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0021997320000082254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327735908329487 + ], + "opposite_logprob_tokens": [ + -3.7732772827148438 + ], + "logprob_reward": -0.02327735908329487, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327735908329487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492709070444107, + 0.3186275064945221, + 0.0530710332095623, + 0.03722042590379715, + 0.06468605250120163, + 0.053528398275375366, + 0.18529380857944489, + 0.047926947474479675, + 0.06568050384521484, + 0.059038300067186356 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.02327735908329487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins a continuous, aggressive drive between two heavily armored motorcycles locked in a brutal, high-speed clash in a rain-slicked urban underpass at night. The motorcycle on the left is a hulking beast, its frame reinforced with scarred, matte-black steel plates bolted to the chassis, while the bike on the right is an angular, more agile-looking machine with a pristine, unpainted titanium frame that gleams in the bright sunlight. As they violently collide, their frames rub against each other with immense force, and a bright, explosive burst of incandescent orange and white sparks erupts violently at the point of contact, momentarily illuminating the scene with a fiery, flickering glare. The camera steadily and deliberately advances, close in on the screaming, twisting metal, capturing how the armor plates deform and shear. In the background, the wet asphalt reflects chaotic light, and crumbling concrete pillars are covered in faded graffiti, their details blurred by movement and a fine mist in the air. The scene is illuminated by the motorcycle’s own penetrating cool white LED headlights, casting long, distorted shadows and creating an atmosphere of tense, high-octane, and violent mayhem of pure mechanical fury.", + "seed": 31561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_7052_seed_31561_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06498965891078115, + "vlm_logprob": -0.06498965891078115, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.06498965891078115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027165476232767105 + ], + "opposite_logprob_tokens": [ + -3.652165412902832 + ], + "logprob_reward": -0.027165476232767105, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027165476232767105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04741057753562927, + 0.043100506067276, + 0.03569888696074486, + 0.5770891308784485, + 0.06279199570417404, + 0.0844820961356163, + 0.04070691019296646, + 0.013380118645727634, + 0.02167513407766819, + 0.07366462051868439 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.027165476232767105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376035064458847 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026376035064458847, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376035064458847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07011506706476212, + 0.07758865505456924, + 0.015857145190238953, + 0.17205990850925446, + 0.017642280086874962, + 0.070127472281456, + 0.026028025895357132, + 0.01618565060198307, + 0.15134848654270172, + 0.38304731249809265 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.026376035064458847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521434426307678 + ], + "opposite_logprob_tokens": [ + -1.502143383026123 + ], + "logprob_reward": -0.2521434426307678, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521434426307678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06012389436364174, + 0.10867219418287277, + 0.041816528886556625, + 0.3685080409049988, + 0.07180950790643692, + 0.04706587269902229, + 0.024355486035346985, + 0.013853554613888264, + 0.07744414359331131, + 0.18635080754756927 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.2521434426307678 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197083715349436 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197083715349436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197083715349436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14104750752449036, + 0.23163622617721558, + 0.021302614361047745, + 0.15628689527511597, + 0.06934571266174316, + 0.04034833982586861, + 0.09223217517137527, + 0.07087626308202744, + 0.025377336889505386, + 0.1515469253063202 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.003197083715349436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10567907243967056, + 0.0855492427945137, + 0.07738430798053741, + 0.4688833951950073, + 0.036801084876060486, + 0.0946102887392044, + 0.034436315298080444, + 0.02538636513054371, + 0.03848697245121002, + 0.032782990485429764 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.016066256910562515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins a continuous, aggressive drive between two heavily armored motorcycles locked in a brutal, high-speed clash in a rain-slicked urban underpass at night. The motorcycle on the left is a hulking beast, its frame reinforced with scarred, matte-black steel plates bolted to the chassis, while the bike on the right is an angular, more agile-looking machine with a pristine, unpainted titanium frame that gleams in the bright sunlight. As they violently collide, their frames rub against each other with immense force, and a bright, explosive burst of incandescent orange and white sparks erupts violently at the point of contact, momentarily illuminating the scene with a fiery, flickering glare. The camera steadily and deliberately advances, close in on the screaming, twisting metal, capturing how the armor plates deform and shear. In the background, the wet asphalt reflects chaotic light, and crumbling concrete pillars are covered in faded graffiti, their details blurred by movement and a fine mist in the air. The scene is illuminated by the motorcycle’s own penetrating cool white LED headlights, casting long, distorted shadows and creating an atmosphere of tense, high-octane, and violent mayhem of pure mechanical fury.", + "seed": 31562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_6/index_7052_seed_31562_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10836679944768549, + "vlm_logprob": -0.10836679944768549, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.10836679944768549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030234798789024353 + ], + "opposite_logprob_tokens": [ + -3.5302348136901855 + ], + "logprob_reward": -0.030234798789024353, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030234798789024353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2842009961605072, + 0.09204473346471786, + 0.12724488973617554, + 0.08486080169677734, + 0.04174063354730606, + 0.05512082576751709, + 0.10449293255805969, + 0.035391002893447876, + 0.02891400270164013, + 0.14598920941352844 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.030234798789024353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868203029036522 + ], + "opposite_logprob_tokens": [ + -3.0486819744110107 + ], + "logprob_reward": -0.04868203029036522, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868203029036522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3675019443035126, + 0.031823694705963135, + 0.1135358214378357, + 0.059572964906692505, + 0.07084289193153381, + 0.11398939043283463, + 0.035864658653736115, + 0.04336923360824585, + 0.057525984942913055, + 0.10597345232963562 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.04868203029036522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894259095191956 + ], + "opposite_logprob_tokens": [ + -1.0539425611495972 + ], + "logprob_reward": -0.42894259095191956, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42894259095191956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28104960918426514, + 0.09826768189668655, + 0.04821895807981491, + 0.09243369102478027, + 0.03480937331914902, + 0.09865766018629074, + 0.0701981633901596, + 0.07944966852664948, + 0.046130597591400146, + 0.15078462660312653 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.42894259095191956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076359291560947895 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.0076359291560947895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076359291560947895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1884830743074417, + 0.02947130985558033, + 0.13774846494197845, + 0.05172309651970863, + 0.06908557564020157, + 0.07752209156751633, + 0.297661691904068, + 0.07720887660980225, + 0.027220452204346657, + 0.04387541860342026 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0076359291560947895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two heavily armored motorcycles shown locked in a high-speed clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the motorcycle on the left reinforced with scarred, matte-black steel plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the motorcycle on the right an angular machine with a pristine, unpainted titanium frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright, explosive burst of incandescent orange and white sparks erupt at the point of contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle view where the camera steadily advances close to the colliding metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338648051023483 + ], + "opposite_logprob_tokens": [ + -3.651338577270508 + ], + "logprob_reward": -0.026338648051023483, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338648051023483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3211974799633026, + 0.04625648260116577, + 0.23684808611869812, + 0.05183542147278786, + 0.05358456075191498, + 0.05213206261396408, + 0.1004912406206131, + 0.03561002016067505, + 0.05624813586473465, + 0.045796554535627365 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.026338648051023483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_tensor([4184, 4184])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_tensor([4184, 4184])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b73a78c6f006423bdb4717241ce5079043fb30 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_tensor([4184, 4184])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot from a low angle captures a dramatic moment in slow motion: on a smooth, deep-grained walnut desk, a neatly stacked stack of off-white stationery lies quietly. A minimalist, muted light gray wall forms the backdrop, creating an atmosphere of focused tranquility. A strong sidelight streams in from the right side of the frame, sharply outlining the desk's edge and accentuating the sheer mass of the stacked papers. Suddenly, as if lifted upward by an invisible force, the entire stack of paper explodes into the air. Shot in extreme slow motion, each sheet begins to separate, tumbling, and fluttering independently, spreading out gracefully yet chaotically in the air like a flock of startled white birds. The lens captures the microscopic texture of the paper fibers, as well as the instantaneous folds and delicate bends formed by the airflow with extreme realism. Light penetrates the translucent paper, causing a soft halo to appear on its edges. The entire picture unfolds in a surreal tranquility, transforming an abrupt action into a visual poem full of dynamic beauty and physical details.", + "seed": 3111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_4184_seed_3111_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14514077939093112, + "vlm_logprob": -0.14514077939093112, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.14514077939093112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11113528162240982 + ], + "opposite_logprob_tokens": [ + -2.736135244369507 + ], + "logprob_reward": -0.11113528162240982, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.11113528162240982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013044610619544983, + 0.00872856192290783, + 0.005627560894936323, + 0.0035989400930702686, + 0.7893995642662048, + 0.03664488345384598, + 0.011830895207822323, + 0.005236928816884756, + 0.02920888364315033, + 0.0966791883111 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.11113528162240982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889848351478577 + ], + "opposite_logprob_tokens": [ + -1.0538984537124634 + ], + "logprob_reward": -0.42889848351478577, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889848351478577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43949389457702637, + 0.05965649336576462, + 0.015511492267251015, + 0.01509152352809906, + 0.30429786443710327, + 0.01700381562113762, + 0.04842214286327362, + 0.04506058618426323, + 0.012518896721303463, + 0.0429433137178421 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.42889848351478577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290986195206642 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.023290986195206642, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290986195206642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06865788251161575, + 0.06066970154643059, + 0.0036776300985366106, + 0.004859761334955692, + 0.6998836994171143, + 0.006360041908919811, + 0.04821115732192993, + 0.03501471132040024, + 0.011106745339930058, + 0.06155863031744957 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.023290986195206642 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620812252163887 + ], + "opposite_logprob_tokens": [ + -2.8120813369750977 + ], + "logprob_reward": -0.0620812252163887, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620812252163887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03785039484500885, + 0.01377533096820116, + 0.007152035366743803, + 0.01646430976688862, + 0.8556840419769287, + 0.006719841156154871, + 0.010707926005125046, + 0.0050482377409935, + 0.03033786080777645, + 0.016260024160146713 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0620812252163887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029792040586472 + ], + "opposite_logprob_tokens": [ + -2.3502979278564453 + ], + "logprob_reward": -0.10029792040586472, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029792040586472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04802862927317619, + 0.005187083967030048, + 0.008067349903285503, + 0.004308259580284357, + 0.8067650198936462, + 0.017307544127106667, + 0.03471316769719124, + 0.01799767278134823, + 0.024182680994272232, + 0.0334426574409008 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.10029792040586472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a low angle captures a dramatic moment in slow motion: on a smooth, deep-grained walnut desk, a neatly stacked stack of off-white stationery lies quietly. A minimalist, muted light gray wall forms the backdrop, creating an atmosphere of focused tranquility. A strong sidelight streams in from the right side of the frame, sharply outlining the desk's edge and accentuating the sheer mass of the stacked papers. Suddenly, as if lifted upward by an invisible force, the entire stack of paper explodes into the air. Shot in extreme slow motion, each sheet begins to separate, tumbling, and fluttering independently, spreading out gracefully yet chaotically in the air like a flock of startled white birds. The lens captures the microscopic texture of the paper fibers, as well as the instantaneous folds and delicate bends formed by the airflow with extreme realism. Light penetrates the translucent paper, causing a soft halo to appear on its edges. The entire picture unfolds in a surreal tranquility, transforming an abrupt action into a visual poem full of dynamic beauty and physical details.", + "seed": 3112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_4184_seed_3112_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15695730745792388, + "vlm_logprob": -0.15695730745792388, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.15695730745792388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1164737343788147 + ], + "opposite_logprob_tokens": [ + -2.74147367477417 + ], + "logprob_reward": -0.1164737343788147, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.1164737343788147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11509135365486145, + 0.04454902932047844, + 0.021892722696065903, + 0.058825813233852386, + 0.028606463223695755, + 0.07755962014198303, + 0.05433129146695137, + 0.08302349597215652, + 0.2564045190811157, + 0.2597156763076782 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.1164737343788147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707348704338074 + ], + "opposite_logprob_tokens": [ + -1.1370735168457031 + ], + "logprob_reward": -0.38707348704338074, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707348704338074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04214208945631981, + 0.024575892835855484, + 0.013973325490951538, + 0.015849463641643524, + 0.013546892441809177, + 0.018182246014475822, + 0.010282608680427074, + 0.042194392532110214, + 0.6098901629447937, + 0.2093629390001297 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.38707348704338074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809385746717453 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809385746717453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809385746717453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07542552053928375, + 0.05513535439968109, + 0.04473342001438141, + 0.04523296281695366, + 0.048138104379177094, + 0.03537943214178085, + 0.027380403131246567, + 0.040665753185749054, + 0.2703184187412262, + 0.3575906455516815 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03809385746717453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284107089042664 + ], + "opposite_logprob_tokens": [ + -2.017841100692749 + ], + "logprob_reward": -0.14284107089042664, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284107089042664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06106571853160858, + 0.0345238633453846, + 0.03135323524475098, + 0.029745575040578842, + 0.021103980019688606, + 0.07045736908912659, + 0.022018160670995712, + 0.3671785295009613, + 0.07355668395757675, + 0.2889968454837799 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.14284107089042664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030438750982285 + ], + "opposite_logprob_tokens": [ + -2.350304365158081 + ], + "logprob_reward": -0.10030438750982285, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030438750982285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017384331673383713, + 0.018979640677571297, + 0.00760508980602026, + 0.009207145310938358, + 0.004754916299134493, + 0.010703607462346554, + 0.012257401831448078, + 0.05490880459547043, + 0.09848817437887192, + 0.7657108902931213 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.10030438750982285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a low angle captures a dramatic moment in slow motion: on a smooth, deep-grained walnut desk, a neatly stacked stack of off-white stationery lies quietly. A minimalist, muted light gray wall forms the backdrop, creating an atmosphere of focused tranquility. A strong sidelight streams in from the right side of the frame, sharply outlining the desk's edge and accentuating the sheer mass of the stacked papers. Suddenly, as if lifted upward by an invisible force, the entire stack of paper explodes into the air. Shot in extreme slow motion, each sheet begins to separate, tumbling, and fluttering independently, spreading out gracefully yet chaotically in the air like a flock of startled white birds. The lens captures the microscopic texture of the paper fibers, as well as the instantaneous folds and delicate bends formed by the airflow with extreme realism. Light penetrates the translucent paper, causing a soft halo to appear on its edges. The entire picture unfolds in a surreal tranquility, transforming an abrupt action into a visual poem full of dynamic beauty and physical details.", + "seed": 3113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_4184_seed_3113_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12047358900308609, + "vlm_logprob": -0.12047358900308609, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.12047358900308609, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10228535532951355 + ], + "opposite_logprob_tokens": [ + -2.727285385131836 + ], + "logprob_reward": -0.10228535532951355, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.10228535532951355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11575961112976074, + 0.06444468349218369, + 0.056977733969688416, + 0.07143819332122803, + 0.06432424485683441, + 0.21771784126758575, + 0.10644301772117615, + 0.1403350681066513, + 0.12036320567131042, + 0.04219632223248482 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.10228535532951355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289203882217407 + ], + "opposite_logprob_tokens": [ + -1.0539203882217407 + ], + "logprob_reward": -0.4289203882217407, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289203882217407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.093107670545578, + 0.13272380828857422, + 0.07331477850675583, + 0.028111137449741364, + 0.04760228469967842, + 0.2222231924533844, + 0.22675003111362457, + 0.036873169243335724, + 0.09105949848890305, + 0.04823443666100502 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.4289203882217407 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370121121406555 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.03370121121406555, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370121121406555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03990340977907181, + 0.0437740832567215, + 0.07706330716609955, + 0.018572762608528137, + 0.0157447662204504, + 0.3560953736305237, + 0.10025659203529358, + 0.0690307468175888, + 0.10626279562711716, + 0.17329618334770203 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.03370121121406555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378821581602097 + ], + "opposite_logprob_tokens": [ + -3.651378870010376 + ], + "logprob_reward": -0.026378821581602097, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378821581602097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08674024790525436, + 0.09473977982997894, + 0.14732344448566437, + 0.014746258035302162, + 0.016760053113102913, + 0.3488643765449524, + 0.09473465383052826, + 0.12903647124767303, + 0.02225589193403721, + 0.044798847287893295 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.026378821581602097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06431456655263901, + 0.04430476203560829, + 0.02956833504140377, + 0.09894836694002151, + 0.06317451596260071, + 0.4891193211078644, + 0.045332785695791245, + 0.05622827634215355, + 0.06397166103124619, + 0.045037463307380676 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.01108216866850853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a low angle captures a dramatic moment in slow motion: on a smooth, deep-grained walnut desk, a neatly stacked stack of off-white stationery lies quietly. A minimalist, muted light gray wall forms the backdrop, creating an atmosphere of focused tranquility. A strong sidelight streams in from the right side of the frame, sharply outlining the desk's edge and accentuating the sheer mass of the stacked papers. Suddenly, as if lifted upward by an invisible force, the entire stack of paper explodes into the air. Shot in extreme slow motion, each sheet begins to separate, tumbling, and fluttering independently, spreading out gracefully yet chaotically in the air like a flock of startled white birds. The lens captures the microscopic texture of the paper fibers, as well as the instantaneous folds and delicate bends formed by the airflow with extreme realism. Light penetrates the translucent paper, causing a soft halo to appear on its edges. The entire picture unfolds in a surreal tranquility, transforming an abrupt action into a visual poem full of dynamic beauty and physical details.", + "seed": 3114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_7/index_4184_seed_3114_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19039733596146108, + "vlm_logprob": -0.19039733596146108, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.19039733596146108, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15257205069065094 + ], + "opposite_logprob_tokens": [ + -2.2775721549987793 + ], + "logprob_reward": -0.15257205069065094, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15257205069065094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09155680984258652, + 0.08688214421272278, + 0.09266537427902222, + 0.18996132910251617, + 0.14878398180007935, + 0.12203621119260788, + 0.084487684071064, + 0.11346491426229477, + 0.0292105283588171, + 0.04095099866390228 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.15257205069065094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427481412887573 + ], + "opposite_logprob_tokens": [ + -0.9742748141288757 + ], + "logprob_reward": -0.47427481412887573, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47427481412887573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11603129655122757, + 0.07996305823326111, + 0.07981451600790024, + 0.35682111978530884, + 0.09692016243934631, + 0.11201893538236618, + 0.06374642252922058, + 0.04655143618583679, + 0.026014812290668488, + 0.022118236869573593 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.47427481412887573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057880349457264 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057880349457264, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057880349457264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08295191079378128, + 0.06070275232195854, + 0.10582806169986725, + 0.05339324474334717, + 0.06060122698545456, + 0.35600215196609497, + 0.13548044860363007, + 0.06972657144069672, + 0.04757247865200043, + 0.02774112857878208 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.02057880349457264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559073567390442 + ], + "opposite_logprob_tokens": [ + -1.600590705871582 + ], + "logprob_reward": -0.22559073567390442, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559073567390442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05509865656495094, + 0.035242680460214615, + 0.5100475549697876, + 0.06428826600313187, + 0.0474809855222702, + 0.20910315215587616, + 0.026381347328424454, + 0.022072400897741318, + 0.015018933452665806, + 0.015266017988324165 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.22559073567390442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle as a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the desk surface smooth with a deep-grained walnut texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a minimalist, muted light gray wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a strong sidelight stream in from the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the stack of off-white stationery explode into the air in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789702758193016 + ], + "opposite_logprob_tokens": [ + -2.578970193862915 + ], + "logprob_reward": -0.0789702758193016, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789702758193016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07438341528177261, + 0.05338329076766968, + 0.15669193863868713, + 0.3624406158924103, + 0.03775767609477043, + 0.07485491037368774, + 0.09991644322872162, + 0.05576281622052193, + 0.04283325374126434, + 0.04197558015584946 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.0789702758193016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_tensor([878, 878])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_tensor([878, 878])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ff38f5afde8f77e784abcef2b1e3b28ca0e6e78f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_tensor([878, 878])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow and graceful panning shot from right to left captures a tranquil moment in a park early in the morning. Golden morning light filters through the sparse branches of tall trees, casting dappled shadows on the manicured, emerald green lawn, dappled with dewdrops. At the center of the frame, an elderly Asian man with meticulously combed silver hair and a serene expression appears clad in a traditional pure white silk training suit. Its loose fit and intricate buttons create a sense of texture under the soft light. He is immersed in a Tai Chi practice, his posture erect yet relaxed, his expression serene and focused. His arms gracefully trace smooth arcs, as if embracing an invisible sphere. His center of gravity shifts smoothly between his legs, his waist acting as the axis of his entire body. Each movement is slow, steady, and seamless. The loose sleeves of his suit flutter gently with his movements, seemingly blending seamlessly with the flowing air. The soft warm light outlines the contours of his body and injects vitality into the entire scene, perfectly interpreting the artistic conception of \"flowing like clouds and running water\" and creating a peaceful atmosphere full of Zen, where man and nature coexist in harmony.", + "seed": 9980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_878_seed_9980_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1702064367942512, + "vlm_logprob": -0.1702064367942512, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.1702064367942512, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7632796168327332 + ], + "opposite_logprob_tokens": [ + -0.6382796168327332 + ], + "logprob_reward": -0.7632796168327332, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7632796168327332, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04730714112520218, + 0.03521857410669327, + 0.1221400648355484, + 0.039962127804756165, + 0.6553037166595459, + 0.02191654033958912, + 0.02366682142019272, + 0.009093685075640678, + 0.015808986499905586, + 0.029582446441054344 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.7632796168327332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307139292359352 + ], + "opposite_logprob_tokens": [ + -3.1680715084075928 + ], + "logprob_reward": -0.04307139292359352, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307139292359352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04120439291000366, + 0.046479731798172, + 0.29832693934440613, + 0.013714498840272427, + 0.4494926929473877, + 0.013381138443946838, + 0.02506323903799057, + 0.03441982716321945, + 0.027398444712162018, + 0.050519075244665146 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.04307139292359352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0506012849509716, + 0.03922084718942642, + 0.31368741393089294, + 0.014880125410854816, + 0.2918131649494171, + 0.01808483898639679, + 0.014871901832520962, + 0.042673803865909576, + 0.08660134673118591, + 0.1275651901960373 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019397982396185398 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019397982396185398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019397982396185398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05438787862658501, + 0.02964889258146286, + 0.15332750976085663, + 0.03551873192191124, + 0.5750863552093506, + 0.018764792010188103, + 0.03772108629345894, + 0.029547588899731636, + 0.030787572264671326, + 0.035209618508815765 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0019397982396185398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810453042387962 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.03810453042387962, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810453042387962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09363076835870743, + 0.019634120166301727, + 0.10294905304908752, + 0.017403140664100647, + 0.6881008744239807, + 0.020685741677880287, + 0.008667852729558945, + 0.01331655029207468, + 0.007936439476907253, + 0.027675336226820946 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.03810453042387962 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful panning shot from right to left captures a tranquil moment in a park early in the morning. Golden morning light filters through the sparse branches of tall trees, casting dappled shadows on the manicured, emerald green lawn, dappled with dewdrops. At the center of the frame, an elderly Asian man with meticulously combed silver hair and a serene expression appears clad in a traditional pure white silk training suit. Its loose fit and intricate buttons create a sense of texture under the soft light. He is immersed in a Tai Chi practice, his posture erect yet relaxed, his expression serene and focused. His arms gracefully trace smooth arcs, as if embracing an invisible sphere. His center of gravity shifts smoothly between his legs, his waist acting as the axis of his entire body. Each movement is slow, steady, and seamless. The loose sleeves of his suit flutter gently with his movements, seemingly blending seamlessly with the flowing air. The soft warm light outlines the contours of his body and injects vitality into the entire scene, perfectly interpreting the artistic conception of \"flowing like clouds and running water\" and creating a peaceful atmosphere full of Zen, where man and nature coexist in harmony.", + "seed": 9981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_878_seed_9981_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2874456263147295, + "vlm_logprob": -0.2874456263147295, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.2874456263147295, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3183521032333374 + ], + "opposite_logprob_tokens": [ + -0.3183521032333374 + ], + "logprob_reward": -1.3183521032333374, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3183521032333374, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33874234557151794, + 0.060755353420972824, + 0.058009810745716095, + 0.17626802623271942, + 0.08276872336864471, + 0.06797804683446884, + 0.05280616506934166, + 0.03193795308470726, + 0.020557168871164322, + 0.11017647385597229 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -1.3183521032333374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549725741147995 + ], + "opposite_logprob_tokens": [ + -2.9299726486206055 + ], + "logprob_reward": -0.0549725741147995, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549725741147995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26298514008522034, + 0.08912567049264908, + 0.07512300461530685, + 0.0551595464348793, + 0.05223960429430008, + 0.047138914465904236, + 0.05309115722775459, + 0.0488843098282814, + 0.06527841091156006, + 0.25097429752349854 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0549725741147995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38155627250671387, + 0.038597751408815384, + 0.04793476313352585, + 0.04996725171804428, + 0.029877018183469772, + 0.031998470425605774, + 0.06910538673400879, + 0.21456852555274963, + 0.03744674474000931, + 0.09894777834415436 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2611839771270752, + 0.066677026450634, + 0.07338281720876694, + 0.15584374964237213, + 0.08242928981781006, + 0.06008018180727959, + 0.04577135667204857, + 0.13615268468856812, + 0.048562612384557724, + 0.06991630792617798 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496896430850029 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496896430850029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496896430850029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5128225684165955, + 0.0888362005352974, + 0.03179725259542465, + 0.08968135714530945, + 0.05095433443784714, + 0.038012273609638214, + 0.020157314836978912, + 0.06892260164022446, + 0.0240719486027956, + 0.07474421709775925 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05496896430850029 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful panning shot from right to left captures a tranquil moment in a park early in the morning. Golden morning light filters through the sparse branches of tall trees, casting dappled shadows on the manicured, emerald green lawn, dappled with dewdrops. At the center of the frame, an elderly Asian man with meticulously combed silver hair and a serene expression appears clad in a traditional pure white silk training suit. Its loose fit and intricate buttons create a sense of texture under the soft light. He is immersed in a Tai Chi practice, his posture erect yet relaxed, his expression serene and focused. His arms gracefully trace smooth arcs, as if embracing an invisible sphere. His center of gravity shifts smoothly between his legs, his waist acting as the axis of his entire body. Each movement is slow, steady, and seamless. The loose sleeves of his suit flutter gently with his movements, seemingly blending seamlessly with the flowing air. The soft warm light outlines the contours of his body and injects vitality into the entire scene, perfectly interpreting the artistic conception of \"flowing like clouds and running water\" and creating a peaceful atmosphere full of Zen, where man and nature coexist in harmony.", + "seed": 9982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_878_seed_9982_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21671162387356163, + "vlm_logprob": -0.21671162387356163, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.21671162387356163, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9801375865936279 + ], + "opposite_logprob_tokens": [ + -0.48013758659362793 + ], + "logprob_reward": -0.9801375865936279, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9801375865936279, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3303644061088562, + 0.056122977286577225, + 0.11254309117794037, + 0.07092466205358505, + 0.07224167883396149, + 0.20600736141204834, + 0.059806302189826965, + 0.03874056413769722, + 0.022975634783506393, + 0.03027331456542015 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.9801375865936279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810613602399826 + ], + "opposite_logprob_tokens": [ + -3.2881062030792236 + ], + "logprob_reward": -0.03810613602399826, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810613602399826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3161221146583557, + 0.06640095263719559, + 0.042672209441661835, + 0.21546097099781036, + 0.08136248588562012, + 0.07783304899930954, + 0.05267024040222168, + 0.029721664264798164, + 0.04664711654186249, + 0.07110919803380966 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03810613602399826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3133673667907715, + 0.08149103820323944, + 0.07889638841152191, + 0.04383659362792969, + 0.07980938255786896, + 0.1953873336315155, + 0.050379056483507156, + 0.02522210218012333, + 0.053817640990018845, + 0.07779306918382645 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.00863863155245781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017131189815700054 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017131189815700054, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017131189815700054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17983582615852356, + 0.10491843521595001, + 0.22147254645824432, + 0.08654450625181198, + 0.10151419788599014, + 0.13151751458644867, + 0.04700163006782532, + 0.03516469895839691, + 0.0483829528093338, + 0.04364769160747528 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0017131189815700054 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549626462161541 + ], + "opposite_logprob_tokens": [ + -2.929962635040283 + ], + "logprob_reward": -0.0549626462161541, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549626462161541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30670979619026184, + 0.03614477068185806, + 0.15707167983055115, + 0.16106075048446655, + 0.10403677076101303, + 0.07071606069803238, + 0.05499912425875664, + 0.026703953742980957, + 0.0475291945040226, + 0.03502785414457321 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0549626462161541 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful panning shot from right to left captures a tranquil moment in a park early in the morning. Golden morning light filters through the sparse branches of tall trees, casting dappled shadows on the manicured, emerald green lawn, dappled with dewdrops. At the center of the frame, an elderly Asian man with meticulously combed silver hair and a serene expression appears clad in a traditional pure white silk training suit. Its loose fit and intricate buttons create a sense of texture under the soft light. He is immersed in a Tai Chi practice, his posture erect yet relaxed, his expression serene and focused. His arms gracefully trace smooth arcs, as if embracing an invisible sphere. His center of gravity shifts smoothly between his legs, his waist acting as the axis of his entire body. Each movement is slow, steady, and seamless. The loose sleeves of his suit flutter gently with his movements, seemingly blending seamlessly with the flowing air. The soft warm light outlines the contours of his body and injects vitality into the entire scene, perfectly interpreting the artistic conception of \"flowing like clouds and running water\" and creating a peaceful atmosphere full of Zen, where man and nature coexist in harmony.", + "seed": 9983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_8/index_878_seed_9983_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25193891366943716, + "vlm_logprob": -0.25193891366943716, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.25193891366943716, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1416813135147095 + ], + "opposite_logprob_tokens": [ + -0.39168134331703186 + ], + "logprob_reward": -1.1416813135147095, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1416813135147095, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2090214490890503, + 0.050323985517024994, + 0.24169112741947174, + 0.18203496932983398, + 0.07472895085811615, + 0.03316311165690422, + 0.06647646427154541, + 0.020134499296545982, + 0.05681789666414261, + 0.06560759991407394 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -1.1416813135147095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497133359313011 + ], + "opposite_logprob_tokens": [ + -2.929971218109131 + ], + "logprob_reward": -0.05497133359313011, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497133359313011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20314708352088928, + 0.04954705387353897, + 0.07065613567829132, + 0.058738090097904205, + 0.11281024664640427, + 0.18037019670009613, + 0.07551303505897522, + 0.11725740134716034, + 0.06142652407288551, + 0.07053428143262863 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.05497133359313011 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27976763248443604, + 0.43894633650779724, + 0.043359216302633286, + 0.033685628324747086, + 0.06158842891454697, + 0.02636738494038582, + 0.015557735227048397, + 0.025650138035416603, + 0.029459215700626373, + 0.04561818018555641 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12170647829771042, + 0.102028489112854, + 0.07861346751451492, + 0.0820489451289177, + 0.2559373676776886, + 0.05545506253838539, + 0.05459800362586975, + 0.05042605474591255, + 0.061158545315265656, + 0.13802768290042877 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.002819731365889311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera panning slowly from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a park with a manicured emerald green lawn covered in dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an elderly Asian man with silver hair wearing a traditional pure white silk training suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man performing slow, steady Tai Chi movements with his arms tracing smooth arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light filtering through tree branches to cast dappled shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054968513548374176 + ], + "opposite_logprob_tokens": [ + -2.9299685955047607 + ], + "logprob_reward": -0.054968513548374176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054968513548374176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25932663679122925, + 0.07452969253063202, + 0.1323128640651703, + 0.08020211011171341, + 0.07671613246202469, + 0.07364291697740555, + 0.06989678740501404, + 0.05503683164715767, + 0.07313352823257446, + 0.10520251095294952 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.054968513548374176 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_tensor([6885, 6885])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_tensor([6885, 6885])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e12624c7d0458839033bf1c46b088ac55d275fdb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_tensor([6885, 6885])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, eye-level medium shot depicts a scene of quiet academic focus within a typical elementary school classroom, rendered in a realistic atmosphere. Four light-skinned children, dressed in simple T-shirts of varying colors and blue jeans, sit at individual light-colored wooden desks, arranged in two rows facing forward. In the front row, a girl with blonde braids leans intently against her desk, her hands moving steadily as she meticulously writes in an open notebook. The other three children place their hands gently on open books, their gazes fixed on the pages with calm, focused concentration, their postures reflecting a state of deep engagement. Their bright red plastic chairs add a pop of primary color against the neutral white walls and light-colored floor. In the background, a shelf neatly arranged with a uniform row of blue binders adds a cool, blocky color to the composition. The entire scene is illuminated by the bright, even light characteristic of a well-lit classroom, casting soft, minimal shadows and creating a palpable atmosphere of peace and hard work, capturing a genuine moment of learning.", + "seed": 12718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_6885_seed_12718_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013417679909616708, + "vlm_logprob": -0.013417679909616708, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.013417679909616708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011823456734418869 + ], + "opposite_logprob_tokens": [ + -4.761823654174805 + ], + "logprob_reward": -0.011823456734418869, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011823456734418869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2089204341173172, + 0.08480898290872574, + 0.07566270232200623, + 0.05809713155031204, + 0.044660065323114395, + 0.2237454056739807, + 0.12533102929592133, + 0.016641881316900253, + 0.060377899557352066, + 0.10175451636314392 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.011823456734418869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553953565657139 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012553953565657139, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553953565657139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24071447551250458, + 0.18131573498249054, + 0.10966307669878006, + 0.09065983444452286, + 0.03099912591278553, + 0.10479265451431274, + 0.04762564226984978, + 0.042501065880060196, + 0.06902893632650375, + 0.08269950747489929 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012553953565657139 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332611218094826 + ], + "opposite_logprob_tokens": [ + -3.6513326168060303 + ], + "logprob_reward": -0.026332611218094826, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332611218094826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2489326298236847, + 0.04983266070485115, + 0.12023977190256119, + 0.24212592840194702, + 0.06243705004453659, + 0.16337035596370697, + 0.030250443145632744, + 0.024133244529366493, + 0.02326291799545288, + 0.035415004938840866 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.026332611218094826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185545034706593 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185545034706593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185545034706593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27567175030708313, + 0.13039760291576385, + 0.13867886364459991, + 0.10247787833213806, + 0.0470987968146801, + 0.1070840060710907, + 0.04387824982404709, + 0.051419299095869064, + 0.03178812190890312, + 0.07150541245937347 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.014185545034706593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021928329952061176 + ], + "opposite_logprob_tokens": [ + -6.127192974090576 + ], + "logprob_reward": -0.0021928329952061176, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021928329952061176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17131301760673523, + 0.06354555487632751, + 0.058367352932691574, + 0.04608643800020218, + 0.04148220643401146, + 0.07067318260669708, + 0.042371924966573715, + 0.04538679122924805, + 0.08522531390190125, + 0.3755483031272888 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0021928329952061176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level medium shot depicts a scene of quiet academic focus within a typical elementary school classroom, rendered in a realistic atmosphere. Four light-skinned children, dressed in simple T-shirts of varying colors and blue jeans, sit at individual light-colored wooden desks, arranged in two rows facing forward. In the front row, a girl with blonde braids leans intently against her desk, her hands moving steadily as she meticulously writes in an open notebook. The other three children place their hands gently on open books, their gazes fixed on the pages with calm, focused concentration, their postures reflecting a state of deep engagement. Their bright red plastic chairs add a pop of primary color against the neutral white walls and light-colored floor. In the background, a shelf neatly arranged with a uniform row of blue binders adds a cool, blocky color to the composition. The entire scene is illuminated by the bright, even light characteristic of a well-lit classroom, casting soft, minimal shadows and creating a palpable atmosphere of peace and hard work, capturing a genuine moment of learning.", + "seed": 12719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_6885_seed_12719_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018372935336083175, + "vlm_logprob": -0.018372935336083175, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.018372935336083175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010824061930179596 + ], + "opposite_logprob_tokens": [ + -4.635824203491211 + ], + "logprob_reward": -0.010824061930179596, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010824061930179596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1991548389196396, + 0.19433562457561493, + 0.09466466307640076, + 0.24380524456501007, + 0.10555357486009598, + 0.03247210755944252, + 0.03681149706244469, + 0.03819611668586731, + 0.01901286467909813, + 0.03599350526928902 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.010824061930179596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076443287543952465 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.0076443287543952465, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076443287543952465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15226201713085175, + 0.14186003804206848, + 0.14195740222930908, + 0.1349717676639557, + 0.0769030749797821, + 0.08155936747789383, + 0.07482244074344635, + 0.10078061372041702, + 0.02575766295194626, + 0.06912568211555481 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0076443287543952465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305003955960274 + ], + "opposite_logprob_tokens": [ + -3.1680500507354736 + ], + "logprob_reward": -0.04305003955960274, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305003955960274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28988194465637207, + 0.08457749336957932, + 0.20752902328968048, + 0.1798352599143982, + 0.051735952496528625, + 0.03441654518246651, + 0.029776183888316154, + 0.054731372743844986, + 0.02416718564927578, + 0.04334903508424759 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.04305003955960274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775150567293167 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775150567293167, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775150567293167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25075608491897583, + 0.10759074985980988, + 0.1140725165605545, + 0.08780970424413681, + 0.06006387993693352, + 0.07596603035926819, + 0.044324442744255066, + 0.131711944937706, + 0.027715973556041718, + 0.09998870640993118 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.009775150567293167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571095868945122 + ], + "opposite_logprob_tokens": [ + -3.895570993423462 + ], + "logprob_reward": -0.020571095868945122, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571095868945122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37132778763771057, + 0.20335456728935242, + 0.060992445796728134, + 0.13907243311405182, + 0.06561299413442612, + 0.02461083047091961, + 0.03733775019645691, + 0.019823141396045685, + 0.016265198588371277, + 0.061602819710969925 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020571095868945122 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level medium shot depicts a scene of quiet academic focus within a typical elementary school classroom, rendered in a realistic atmosphere. Four light-skinned children, dressed in simple T-shirts of varying colors and blue jeans, sit at individual light-colored wooden desks, arranged in two rows facing forward. In the front row, a girl with blonde braids leans intently against her desk, her hands moving steadily as she meticulously writes in an open notebook. The other three children place their hands gently on open books, their gazes fixed on the pages with calm, focused concentration, their postures reflecting a state of deep engagement. Their bright red plastic chairs add a pop of primary color against the neutral white walls and light-colored floor. In the background, a shelf neatly arranged with a uniform row of blue binders adds a cool, blocky color to the composition. The entire scene is illuminated by the bright, even light characteristic of a well-lit classroom, casting soft, minimal shadows and creating a palpable atmosphere of peace and hard work, capturing a genuine moment of learning.", + "seed": 12720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_6885_seed_12720_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035151613596826795, + "vlm_logprob": -0.035151613596826795, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.035151613596826795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05111052840948105 + ], + "opposite_logprob_tokens": [ + -3.0511105060577393 + ], + "logprob_reward": -0.05111052840948105, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05111052840948105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11858169734477997, + 0.04123414307832718, + 0.041240278631448746, + 0.02608555182814598, + 0.0502336248755455, + 0.06957121193408966, + 0.22830510139465332, + 0.09345241636037827, + 0.17540720105171204, + 0.15588878095149994 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.05111052840948105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486905463039875 + ], + "opposite_logprob_tokens": [ + -3.0486905574798584 + ], + "logprob_reward": -0.0486905463039875, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486905463039875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07630003243684769, + 0.10442940145730972, + 0.030191469937562943, + 0.06116830185055733, + 0.06859704852104187, + 0.041652824729681015, + 0.21820884943008423, + 0.09821578115224838, + 0.10585889220237732, + 0.1953773945569992 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.0486905463039875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864683002233505 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.04864683002233505, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864683002233505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10527585446834564, + 0.09812953323125839, + 0.037791911512613297, + 0.04193154349923134, + 0.03651263937354088, + 0.15621036291122437, + 0.12873812019824982, + 0.1215132623910904, + 0.1863398402929306, + 0.08755693584680557 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.04864683002233505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577052608132362 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.020577052608132362, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577052608132362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06604040414094925, + 0.06383030116558075, + 0.02765633538365364, + 0.04623252898454666, + 0.04648947715759277, + 0.249289408326149, + 0.1438015252351761, + 0.09918811917304993, + 0.16806724667549133, + 0.08940460532903671 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.020577052608132362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2537959814071655, + 0.04006374999880791, + 0.04509073495864868, + 0.06637014448642731, + 0.07467033714056015, + 0.10895919054746628, + 0.13288401067256927, + 0.11207820475101471, + 0.09964485466480255, + 0.06644286215305328 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.006733110640197992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level medium shot depicts a scene of quiet academic focus within a typical elementary school classroom, rendered in a realistic atmosphere. Four light-skinned children, dressed in simple T-shirts of varying colors and blue jeans, sit at individual light-colored wooden desks, arranged in two rows facing forward. In the front row, a girl with blonde braids leans intently against her desk, her hands moving steadily as she meticulously writes in an open notebook. The other three children place their hands gently on open books, their gazes fixed on the pages with calm, focused concentration, their postures reflecting a state of deep engagement. Their bright red plastic chairs add a pop of primary color against the neutral white walls and light-colored floor. In the background, a shelf neatly arranged with a uniform row of blue binders adds a cool, blocky color to the composition. The entire scene is illuminated by the bright, even light characteristic of a well-lit classroom, casting soft, minimal shadows and creating a palpable atmosphere of peace and hard work, capturing a genuine moment of learning.", + "seed": 12721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000076/group_9/index_6885_seed_12721_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015507172141224147, + "vlm_logprob": -0.015507172141224147, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.015507172141224147, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009139250963926315 + ], + "opposite_logprob_tokens": [ + -4.884139060974121 + ], + "logprob_reward": -0.009139250963926315, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009139250963926315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3778402805328369, + 0.05485058203339577, + 0.0858369767665863, + 0.03124762326478958, + 0.07177343219518661, + 0.07715630531311035, + 0.14108623564243317, + 0.05000748857855797, + 0.05696743726730347, + 0.05323361977934837 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.009139250963926315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820462942123413 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820462942123413, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820462942123413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29725587368011475, + 0.14660172164440155, + 0.06392913311719894, + 0.02529984898865223, + 0.09924747794866562, + 0.0874786451458931, + 0.08831772953271866, + 0.04528230056166649, + 0.09518643468618393, + 0.05140077695250511 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01820462942123413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033687151968479156 + ], + "opposite_logprob_tokens": [ + -3.408687114715576 + ], + "logprob_reward": -0.033687151968479156, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033687151968479156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34052538871765137, + 0.1772129386663437, + 0.08819174021482468, + 0.0308503657579422, + 0.06194571033120155, + 0.053745683282613754, + 0.08970030397176743, + 0.031221965327858925, + 0.09273604303598404, + 0.03386984020471573 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.033687151968479156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977491494268179 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.00977491494268179, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977491494268179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2834760546684265, + 0.31708812713623047, + 0.10241950303316116, + 0.037792690098285675, + 0.03606892377138138, + 0.02887602522969246, + 0.08827482908964157, + 0.04689062386751175, + 0.026333969086408615, + 0.03277934715151787 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.00977491494268179 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an elementary school classroom with four light-skinned children?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the children wearing simple T-shirts of varying colors and blue jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a girl with blonde braids in the front row leaning against her desk and writing in an open notebook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the other three children sitting with their hands on open books, looking at the pages with focused concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include bright red plastic chairs, white walls, and a shelf with a row of blue binders?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729913409799337 + ], + "opposite_logprob_tokens": [ + -5.006730079650879 + ], + "logprob_reward": -0.006729913409799337, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729913409799337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3387477993965149, + 0.1257573962211609, + 0.1022808626294136, + 0.05297898128628731, + 0.09788460284471512, + 0.06728845089673996, + 0.06806844472885132, + 0.04314702749252319, + 0.06423439830541611, + 0.03961203247308731 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006729913409799337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_tensor([6760, 6760])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_tensor([6760, 6760])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58e290f3bdf8162b21fcf80c3a49f6939a07b01d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_tensor([6760, 6760])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from an extremely low angle, the camera slowly and steadily moves forward, locking focus on a confrontation brimming with primal tension. Amidst the intense, high-contrast black and white of chiaroscuro, a muscular, divine monkey, covered in coarse black hair, crouches on the uneven rocky ground with a low, poised posture, poised for action. A golden hoop, intricately carved with cloud patterns, tightly bound around his head, gleaming with a dazzling metallic sheen in the sharp, cold light filtering through the cracks in the cave ceiling. His teeth are bared, his eyes wide, blazing with unyielding fury. His hands tightly grip a heavy golden cudgel, the dark metal of the shaft contrasting sharply with the gleaming golden hoops at each end. His knuckles are white with the strain. Before him, a giant python, as thick as an ancient tree, coils, its massive body undulating against the dark background. Its massive scales, covering its body, gleam like a cold, obsidian sheen in the light. The python raised its triangular head high, its cold, merciless eyes fixed on the divine monkey, its forked tongue moving rapidly and silently through the air. The glaring light cut the two creatures' outlines into stark relief, casting vast, distorted shadows behind them. The air in the gloomy cave seemed frozen, filled with the aesthetics of impending violence and an epic sense of fate, the atmosphere tense and suffocating.", + "seed": 17098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_6760_seed_17098_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31779157910496, + "vlm_logprob": -0.31779157910496, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.31779157910496, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7011308670043945 + ], + "opposite_logprob_tokens": [ + -0.7011308670043945 + ], + "logprob_reward": -0.7011308670043945, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7011308670043945, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18187488615512848, + 0.11641503870487213, + 0.04494863376021385, + 0.14356468617916107, + 0.08515337109565735, + 0.14835889637470245, + 0.0951046571135521, + 0.07281216979026794, + 0.08581050485372543, + 0.02595711126923561 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.7011308670043945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761645436286926 + ], + "opposite_logprob_tokens": [ + -0.8261645436286926 + ], + "logprob_reward": -0.5761645436286926, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761645436286926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2727667987346649, + 0.055886685848236084, + 0.05578907951712608, + 0.031210623681545258, + 0.09793834388256073, + 0.19945262372493744, + 0.1004493311047554, + 0.10161343961954117, + 0.042921412736177444, + 0.04197165369987488 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.5761645436286926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4392573833465576, + 0.03695881366729736, + 0.015497646294534206, + 0.01229437068104744, + 0.025183474645018578, + 0.37431156635284424, + 0.019630955532193184, + 0.024609902873635292, + 0.034447621554136276, + 0.01780823804438114 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029328614473343 + ], + "opposite_logprob_tokens": [ + -2.3502933979034424 + ], + "logprob_reward": -0.10029328614473343, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029328614473343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2508920729160309, + 0.0461917482316494, + 0.031184496358036995, + 0.027080202475190163, + 0.032686181366443634, + 0.3430834114551544, + 0.06826151907444, + 0.050777617841959, + 0.11791804432868958, + 0.03192467242479324 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.10029328614473343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158271491527557 + ], + "opposite_logprob_tokens": [ + -1.701582670211792 + ], + "logprob_reward": -0.20158271491527557, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158271491527557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07835397124290466, + 0.05651067942380905, + 0.03872030973434448, + 0.03450315073132515, + 0.05404956638813019, + 0.5258808732032776, + 0.0798378512263298, + 0.055559106171131134, + 0.05407752841711044, + 0.022506948560476303 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.20158271491527557 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extremely low angle, the camera slowly and steadily moves forward, locking focus on a confrontation brimming with primal tension. Amidst the intense, high-contrast black and white of chiaroscuro, a muscular, divine monkey, covered in coarse black hair, crouches on the uneven rocky ground with a low, poised posture, poised for action. A golden hoop, intricately carved with cloud patterns, tightly bound around his head, gleaming with a dazzling metallic sheen in the sharp, cold light filtering through the cracks in the cave ceiling. His teeth are bared, his eyes wide, blazing with unyielding fury. His hands tightly grip a heavy golden cudgel, the dark metal of the shaft contrasting sharply with the gleaming golden hoops at each end. His knuckles are white with the strain. Before him, a giant python, as thick as an ancient tree, coils, its massive body undulating against the dark background. Its massive scales, covering its body, gleam like a cold, obsidian sheen in the light. The python raised its triangular head high, its cold, merciless eyes fixed on the divine monkey, its forked tongue moving rapidly and silently through the air. The glaring light cut the two creatures' outlines into stark relief, casting vast, distorted shadows behind them. The air in the gloomy cave seemed frozen, filled with the aesthetics of impending violence and an epic sense of fate, the atmosphere tense and suffocating.", + "seed": 17099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_6760_seed_17099_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19639245718717574, + "vlm_logprob": -0.19639245718717574, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.19639245718717574, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35978201031684875 + ], + "opposite_logprob_tokens": [ + -1.2347819805145264 + ], + "logprob_reward": -0.35978201031684875, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35978201031684875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14969216287136078, + 0.09934040904045105, + 0.048758938908576965, + 0.052617397159338, + 0.07549650222063065, + 0.04294757917523384, + 0.0395677387714386, + 0.11191266775131226, + 0.311059832572937, + 0.06860671937465668 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.35978201031684875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557875514030457 + ], + "opposite_logprob_tokens": [ + -1.600578784942627 + ], + "logprob_reward": -0.22557875514030457, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557875514030457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10033019632101059, + 0.06363476067781448, + 0.09922952950000763, + 0.042490169405937195, + 0.050443001091480255, + 0.08782317489385605, + 0.03810792416334152, + 0.10026361048221588, + 0.24714352190494537, + 0.17053405940532684 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.22557875514030457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981579303741455 + ], + "opposite_logprob_tokens": [ + -3.529815673828125 + ], + "logprob_reward": -0.02981579303741455, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981579303741455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09859742224216461, + 0.09234121441841125, + 0.04730723798274994, + 0.06669383496046066, + 0.03439253568649292, + 0.08952286094427109, + 0.03201497718691826, + 0.06538403779268265, + 0.25699999928474426, + 0.21674588322639465 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02981579303741455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485952615737915 + ], + "opposite_logprob_tokens": [ + -1.2235952615737915 + ], + "logprob_reward": -0.3485952615737915, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485952615737915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10517705231904984, + 0.10280269384384155, + 0.08798138797283173, + 0.15920472145080566, + 0.07431263476610184, + 0.11891882121562958, + 0.0388951376080513, + 0.08701092004776001, + 0.07217057049274445, + 0.15352608263492584 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.3485952615737915 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819046586751938 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819046586751938, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819046586751938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10049272328615189, + 0.04790144041180611, + 0.3365707993507385, + 0.051730889827013016, + 0.04316785931587219, + 0.13005125522613525, + 0.043271224945783615, + 0.03640790656208992, + 0.10808858275413513, + 0.10231734812259674 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.01819046586751938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extremely low angle, the camera slowly and steadily moves forward, locking focus on a confrontation brimming with primal tension. Amidst the intense, high-contrast black and white of chiaroscuro, a muscular, divine monkey, covered in coarse black hair, crouches on the uneven rocky ground with a low, poised posture, poised for action. A golden hoop, intricately carved with cloud patterns, tightly bound around his head, gleaming with a dazzling metallic sheen in the sharp, cold light filtering through the cracks in the cave ceiling. His teeth are bared, his eyes wide, blazing with unyielding fury. His hands tightly grip a heavy golden cudgel, the dark metal of the shaft contrasting sharply with the gleaming golden hoops at each end. His knuckles are white with the strain. Before him, a giant python, as thick as an ancient tree, coils, its massive body undulating against the dark background. Its massive scales, covering its body, gleam like a cold, obsidian sheen in the light. The python raised its triangular head high, its cold, merciless eyes fixed on the divine monkey, its forked tongue moving rapidly and silently through the air. The glaring light cut the two creatures' outlines into stark relief, casting vast, distorted shadows behind them. The air in the gloomy cave seemed frozen, filled with the aesthetics of impending violence and an epic sense of fate, the atmosphere tense and suffocating.", + "seed": 17100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_6760_seed_17100_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2105030220001936, + "vlm_logprob": -0.2105030220001936, + "vlm_yes_no_margin": 2.650000011920929, + "vlm_token_credit": -0.2105030220001936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5860573649406433 + ], + "opposite_logprob_tokens": [ + -0.8360573649406433 + ], + "logprob_reward": -0.5860573649406433, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5860573649406433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15646784007549286, + 0.055390480905771255, + 0.17894130945205688, + 0.08128760010004044, + 0.09567797929048538, + 0.07817904651165009, + 0.0639672502875328, + 0.07387220114469528, + 0.06389284133911133, + 0.15232345461845398 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.5860573649406433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870801329612732 + ], + "opposite_logprob_tokens": [ + -1.137080192565918 + ], + "logprob_reward": -0.3870801329612732, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3870801329612732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.509610652923584, + 0.029973505064845085, + 0.027484377846121788, + 0.03856576979160309, + 0.048863209784030914, + 0.07925499230623245, + 0.04317769780755043, + 0.06861317902803421, + 0.027162250131368637, + 0.12729430198669434 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.3870801329612732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031983908265829086 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031983908265829086, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031983908265829086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3150086998939514, + 0.02737244963645935, + 0.0527440682053566, + 0.0575161837041378, + 0.04691050946712494, + 0.05005703866481781, + 0.030956780537962914, + 0.0374620147049427, + 0.03333039581775665, + 0.3486417829990387 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0031983908265829086 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808433189988136 + ], + "opposite_logprob_tokens": [ + -3.2880842685699463 + ], + "logprob_reward": -0.03808433189988136, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808433189988136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16461603343486786, + 0.037898413836956024, + 0.04174889624118805, + 0.044448308646678925, + 0.07188483327627182, + 0.059545889496803284, + 0.06449330598115921, + 0.06167249009013176, + 0.07629822194576263, + 0.3773936331272125 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03808433189988136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094889372587204 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038094889372587204, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094889372587204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.287318617105484, + 0.02890152856707573, + 0.04800041392445564, + 0.0363372303545475, + 0.06891675293445587, + 0.04915140941739082, + 0.023278608918190002, + 0.04298559948801994, + 0.07436373829841614, + 0.340746134519577 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.038094889372587204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an extremely low angle, the camera slowly and steadily moves forward, locking focus on a confrontation brimming with primal tension. Amidst the intense, high-contrast black and white of chiaroscuro, a muscular, divine monkey, covered in coarse black hair, crouches on the uneven rocky ground with a low, poised posture, poised for action. A golden hoop, intricately carved with cloud patterns, tightly bound around his head, gleaming with a dazzling metallic sheen in the sharp, cold light filtering through the cracks in the cave ceiling. His teeth are bared, his eyes wide, blazing with unyielding fury. His hands tightly grip a heavy golden cudgel, the dark metal of the shaft contrasting sharply with the gleaming golden hoops at each end. His knuckles are white with the strain. Before him, a giant python, as thick as an ancient tree, coils, its massive body undulating against the dark background. Its massive scales, covering its body, gleam like a cold, obsidian sheen in the light. The python raised its triangular head high, its cold, merciless eyes fixed on the divine monkey, its forked tongue moving rapidly and silently through the air. The glaring light cut the two creatures' outlines into stark relief, casting vast, distorted shadows behind them. The air in the gloomy cave seemed frozen, filled with the aesthetics of impending violence and an epic sense of fate, the atmosphere tense and suffocating.", + "seed": 17101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_0/index_6760_seed_17101_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4492865579202771, + "vlm_logprob": -0.4492865579202771, + "vlm_yes_no_margin": 1.425000011920929, + "vlm_token_credit": -0.4492865579202771, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3190603256225586 + ], + "opposite_logprob_tokens": [ + -0.3190603256225586 + ], + "logprob_reward": -1.3190603256225586, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3190603256225586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.060808513313531876, + 0.4309859871864319, + 0.05746482312679291, + 0.04384640231728554, + 0.020903335884213448, + 0.08463750034570694, + 0.02288025990128517, + 0.05293956771492958, + 0.013688838109374046, + 0.211844801902771 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -1.3190603256225586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289340376853943 + ], + "opposite_logprob_tokens": [ + -1.053934097290039 + ], + "logprob_reward": -0.4289340376853943, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289340376853943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10249439626932144, + 0.22613173723220825, + 0.05322787165641785, + 0.029677536338567734, + 0.05453185737133026, + 0.1754044145345688, + 0.03983769938349724, + 0.04413433000445366, + 0.04539797827601433, + 0.22916215658187866 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.4289340376853943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11919494718313217, + 0.2710091471672058, + 0.05154678225517273, + 0.048349712044000626, + 0.025994831696152687, + 0.2225847691297531, + 0.03188493475317955, + 0.045585013926029205, + 0.03344685584306717, + 0.1504029482603073 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38703641295433044 + ], + "opposite_logprob_tokens": [ + -1.1370364427566528 + ], + "logprob_reward": -0.38703641295433044, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38703641295433044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17298927903175354, + 0.21218259632587433, + 0.031249022111296654, + 0.016592802479863167, + 0.030217593535780907, + 0.3066059350967407, + 0.048062488436698914, + 0.02303413301706314, + 0.055264756083488464, + 0.1038014218211174 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.38703641295433044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera moving forward slowly and steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a muscular monkey with coarse black hair and a golden hoop on its head visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant python coiled on the ground with a triangular head and forked tongue visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in high-contrast black and white (chiaroscuro) style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031689703464508 + ], + "opposite_logprob_tokens": [ + -2.3503170013427734 + ], + "logprob_reward": -0.10031689703464508, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031689703464508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13492536544799805, + 0.21618805825710297, + 0.13705562055110931, + 0.036812398582696915, + 0.029456468299031258, + 0.0970502495765686, + 0.05661848559975624, + 0.06794720888137817, + 0.06876654177904129, + 0.15517957508563995 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.10031689703464508 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_tensor([5293, 5293])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_tensor([5293, 5293])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee8499bb7fb0f717b8f5bff8e78433281aca4b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_tensor([5293, 5293])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from above, slowly moves forward and tilts slightly upward, focusing on a man in Taoist robes. He is about forty years old, with long, jet-black hair pulled into a neat bun on top of his head, secured with a simple wooden hairpin. He wears a wide, dark blue cotton and linen robe, the rough texture of the fabric visible in the golden sidelight of dusk. The collar and cuffs are embroidered with simple cloud patterns. With his legs slightly apart, he stands firmly on the mountaintop, the uneven rocky ground beneath his feet. At this moment, he leans his entire upper body back in a tense arc, his eyes closed, his brow furrowed, his facial muscles tensed with effort, his mouth wide open, as if he were unleashing a silent yet earth-shaking roar. A few stray strands of hair stick to his forehead, slightly damp with emotion, and the wide sleeves of his robe rustle in the wind at the top of the mountain. The background is a vast mountain range that is extremely blurred by the shallow depth of field. The outlines of the distant peaks appear as layers of blurred silhouettes in the afterglow of the setting sun. The warm yellow light outlines a bright contour of the man's body, forming a sharp contrast with his dark Taoist robe. The whole picture is full of a tragic and lonely sense of power, with a film-level real texture, conveying an indomitable will to fight against heaven and earth.", + "seed": 25765, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_5293_seed_25765_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11534104039892554, + "vlm_logprob": -0.11534104039892554, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.11534104039892554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14378371834754944 + ], + "opposite_logprob_tokens": [ + -2.1437838077545166 + ], + "logprob_reward": -0.14378371834754944, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14378371834754944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33034342527389526, + 0.06492512673139572, + 0.05755553022027016, + 0.05559675768017769, + 0.04739992320537567, + 0.06409277021884918, + 0.08710487186908722, + 0.16048969328403473, + 0.05314009636640549, + 0.07935186475515366 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.14378371834754944 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08914338797330856 + ], + "opposite_logprob_tokens": [ + -2.4641432762145996 + ], + "logprob_reward": -0.08914338797330856, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08914338797330856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38839566707611084, + 0.03979570046067238, + 0.03993956372141838, + 0.056839775294065475, + 0.0451723076403141, + 0.03647201135754585, + 0.09521213173866272, + 0.08090608566999435, + 0.03216928243637085, + 0.18509751558303833 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.08914338797330856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255866378545761 + ], + "opposite_logprob_tokens": [ + -1.6005866527557373 + ], + "logprob_reward": -0.2255866378545761, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255866378545761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11882270127534866, + 0.06970313936471939, + 0.05718839168548584, + 0.08832297474145889, + 0.0800376683473587, + 0.05259445309638977, + 0.15526868402957916, + 0.18291828036308289, + 0.1522947996854782, + 0.04284891113638878 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.2255866378545761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525581045076251 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.00525581045076251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525581045076251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5247260332107544, + 0.07524246722459793, + 0.0863310769200325, + 0.033489491790533066, + 0.053800731897354126, + 0.037195492535829544, + 0.06927663832902908, + 0.04294877499341965, + 0.03230581805109978, + 0.044683411717414856 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00525581045076251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293564736843109 + ], + "opposite_logprob_tokens": [ + -2.2379355430603027 + ], + "logprob_reward": -0.11293564736843109, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293564736843109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16185082495212555, + 0.10724649578332901, + 0.05791081115603447, + 0.12539900839328766, + 0.05811646580696106, + 0.05745745450258255, + 0.060157228261232376, + 0.14990030229091644, + 0.15559157729148865, + 0.06636971980333328 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.11293564736843109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from above, slowly moves forward and tilts slightly upward, focusing on a man in Taoist robes. He is about forty years old, with long, jet-black hair pulled into a neat bun on top of his head, secured with a simple wooden hairpin. He wears a wide, dark blue cotton and linen robe, the rough texture of the fabric visible in the golden sidelight of dusk. The collar and cuffs are embroidered with simple cloud patterns. With his legs slightly apart, he stands firmly on the mountaintop, the uneven rocky ground beneath his feet. At this moment, he leans his entire upper body back in a tense arc, his eyes closed, his brow furrowed, his facial muscles tensed with effort, his mouth wide open, as if he were unleashing a silent yet earth-shaking roar. A few stray strands of hair stick to his forehead, slightly damp with emotion, and the wide sleeves of his robe rustle in the wind at the top of the mountain. The background is a vast mountain range that is extremely blurred by the shallow depth of field. The outlines of the distant peaks appear as layers of blurred silhouettes in the afterglow of the setting sun. The warm yellow light outlines a bright contour of the man's body, forming a sharp contrast with his dark Taoist robe. The whole picture is full of a tragic and lonely sense of power, with a film-level real texture, conveying an indomitable will to fight against heaven and earth.", + "seed": 25766, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_5293_seed_25766_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11271347887814046, + "vlm_logprob": -0.11271347887814046, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11271347887814046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12791958451271057 + ], + "opposite_logprob_tokens": [ + -2.2529196739196777 + ], + "logprob_reward": -0.12791958451271057, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12791958451271057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2096964418888092, + 0.06937680393457413, + 0.0676102489233017, + 0.09290777891874313, + 0.05183929577469826, + 0.04026225954294205, + 0.09151602536439896, + 0.03763765096664429, + 0.11023417860269547, + 0.22891931235790253 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.12791958451271057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790516808629036 + ], + "opposite_logprob_tokens": [ + -2.5790517330169678 + ], + "logprob_reward": -0.0790516808629036, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790516808629036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13932329416275024, + 0.09807980805635452, + 0.0516207255423069, + 0.04286123812198639, + 0.10128702968358994, + 0.0883171409368515, + 0.04524342343211174, + 0.13673877716064453, + 0.06332647800445557, + 0.23320214450359344 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0790516808629036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002926617860794 + ], + "opposite_logprob_tokens": [ + -2.6950292587280273 + ], + "logprob_reward": -0.07002926617860794, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002926617860794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1077481359243393, + 0.07918833196163177, + 0.05088441073894501, + 0.09180982410907745, + 0.14442653954029083, + 0.057274553924798965, + 0.07155634462833405, + 0.03162446245551109, + 0.27066904306411743, + 0.09481830894947052 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.07002926617860794 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3295789957046509, + 0.07870285212993622, + 0.029343759641051292, + 0.08337925374507904, + 0.06663130223751068, + 0.030393296852707863, + 0.03189299628138542, + 0.04733312502503395, + 0.1363590508699417, + 0.16638536751270294 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131425380706787 + ], + "opposite_logprob_tokens": [ + -1.4063142538070679 + ], + "logprob_reward": -0.28131425380706787, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131425380706787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15062877535820007, + 0.1644020527601242, + 0.07075394690036774, + 0.10677596181631088, + 0.09892935305833817, + 0.03462209552526474, + 0.04422434791922569, + 0.039573099464178085, + 0.11858488619327545, + 0.17150548100471497 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.28131425380706787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from above, slowly moves forward and tilts slightly upward, focusing on a man in Taoist robes. He is about forty years old, with long, jet-black hair pulled into a neat bun on top of his head, secured with a simple wooden hairpin. He wears a wide, dark blue cotton and linen robe, the rough texture of the fabric visible in the golden sidelight of dusk. The collar and cuffs are embroidered with simple cloud patterns. With his legs slightly apart, he stands firmly on the mountaintop, the uneven rocky ground beneath his feet. At this moment, he leans his entire upper body back in a tense arc, his eyes closed, his brow furrowed, his facial muscles tensed with effort, his mouth wide open, as if he were unleashing a silent yet earth-shaking roar. A few stray strands of hair stick to his forehead, slightly damp with emotion, and the wide sleeves of his robe rustle in the wind at the top of the mountain. The background is a vast mountain range that is extremely blurred by the shallow depth of field. The outlines of the distant peaks appear as layers of blurred silhouettes in the afterglow of the setting sun. The warm yellow light outlines a bright contour of the man's body, forming a sharp contrast with his dark Taoist robe. The whole picture is full of a tragic and lonely sense of power, with a film-level real texture, conveying an indomitable will to fight against heaven and earth.", + "seed": 25767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_5293_seed_25767_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10336356312036514, + "vlm_logprob": -0.10336356312036514, + "vlm_yes_no_margin": 2.799999976158142, + "vlm_token_credit": -0.10336356312036514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14902980625629425 + ], + "opposite_logprob_tokens": [ + -2.0240297317504883 + ], + "logprob_reward": -0.14902980625629425, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14902980625629425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11971885710954666, + 0.13293570280075073, + 0.14691276848316193, + 0.027520162984728813, + 0.10682882368564606, + 0.12812015414237976, + 0.04702924191951752, + 0.09145750850439072, + 0.07181265950202942, + 0.12766411900520325 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.14902980625629425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062212862074375 + ], + "opposite_logprob_tokens": [ + -3.8956220149993896 + ], + "logprob_reward": -0.02062212862074375, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062212862074375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0820465162396431, + 0.08740254491567612, + 0.11971314251422882, + 0.052618809044361115, + 0.06140202283859253, + 0.05574651435017586, + 0.12632714211940765, + 0.11787153780460358, + 0.14602912962436676, + 0.15084265172481537 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.02062212862074375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129411831498146 + ], + "opposite_logprob_tokens": [ + -2.237941265106201 + ], + "logprob_reward": -0.1129411831498146, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129411831498146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05950105935335159, + 0.12304891645908356, + 0.09645086526870728, + 0.053858015686273575, + 0.07629779726266861, + 0.07671967148780823, + 0.05927873030304909, + 0.13832640647888184, + 0.06451866775751114, + 0.25199979543685913 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.1129411831498146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644422516226768 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644422516226768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644422516226768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03856931999325752, + 0.040026724338531494, + 0.45365434885025024, + 0.12893135845661163, + 0.07571393251419067, + 0.045937325805425644, + 0.02734532207250595, + 0.03271404281258583, + 0.09679806977510452, + 0.0603095106780529 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.008644422516226768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558027505874634 + ], + "opposite_logprob_tokens": [ + -1.6005802154541016 + ], + "logprob_reward": -0.22558027505874634, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558027505874634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09617111831903458, + 0.14150050282478333, + 0.10893601179122925, + 0.04060859978199005, + 0.054449621587991714, + 0.14797060191631317, + 0.03173043206334114, + 0.1216137632727623, + 0.15400433540344238, + 0.10301506519317627 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.22558027505874634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from above, slowly moves forward and tilts slightly upward, focusing on a man in Taoist robes. He is about forty years old, with long, jet-black hair pulled into a neat bun on top of his head, secured with a simple wooden hairpin. He wears a wide, dark blue cotton and linen robe, the rough texture of the fabric visible in the golden sidelight of dusk. The collar and cuffs are embroidered with simple cloud patterns. With his legs slightly apart, he stands firmly on the mountaintop, the uneven rocky ground beneath his feet. At this moment, he leans his entire upper body back in a tense arc, his eyes closed, his brow furrowed, his facial muscles tensed with effort, his mouth wide open, as if he were unleashing a silent yet earth-shaking roar. A few stray strands of hair stick to his forehead, slightly damp with emotion, and the wide sleeves of his robe rustle in the wind at the top of the mountain. The background is a vast mountain range that is extremely blurred by the shallow depth of field. The outlines of the distant peaks appear as layers of blurred silhouettes in the afterglow of the setting sun. The warm yellow light outlines a bright contour of the man's body, forming a sharp contrast with his dark Taoist robe. The whole picture is full of a tragic and lonely sense of power, with a film-level real texture, conveying an indomitable will to fight against heaven and earth.", + "seed": 25768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_1/index_5293_seed_25768_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12310747317969799, + "vlm_logprob": -0.12310747317969799, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.12310747317969799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19240447878837585 + ], + "opposite_logprob_tokens": [ + -1.8174045085906982 + ], + "logprob_reward": -0.19240447878837585, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19240447878837585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26166146993637085, + 0.07449451088905334, + 0.03934745490550995, + 0.06129493564367294, + 0.17374423146247864, + 0.018888011574745178, + 0.12079960107803345, + 0.07144025713205338, + 0.10757946223020554, + 0.07075010240077972 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.19240447878837585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12716583907604218 + ], + "opposite_logprob_tokens": [ + -2.1271657943725586 + ], + "logprob_reward": -0.12716583907604218, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12716583907604218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12267804890871048, + 0.034777529537677765, + 0.06669855117797852, + 0.04360762611031532, + 0.05946103483438492, + 0.03599794954061508, + 0.47642743587493896, + 0.03183211758732796, + 0.06970187276601791, + 0.05881786718964577 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.12716583907604218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329389750957489 + ], + "opposite_logprob_tokens": [ + -3.773293972015381 + ], + "logprob_reward": -0.02329389750957489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329389750957489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06778831034898758, + 0.021271053701639175, + 0.028086865320801735, + 0.017197385430336, + 0.023004835471510887, + 0.04986482113599777, + 0.5987135171890259, + 0.03319234400987625, + 0.06300906836986542, + 0.09787177294492722 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.02329389750957489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36410394310951233, + 0.11447522044181824, + 0.04868897795677185, + 0.15044154226779938, + 0.04107151925563812, + 0.016607636585831642, + 0.1268831342458725, + 0.024550030007958412, + 0.051448602229356766, + 0.061729468405246735 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.020585110411047935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a man in his forties wearing Taoist robes with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man lean his upper body back in a tense arc with his mouth wide open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast mountain range that is extremely blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly move forward and tilt slightly upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520880401134491 + ], + "opposite_logprob_tokens": [ + -1.5020880699157715 + ], + "logprob_reward": -0.2520880401134491, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520880401134491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3022923469543457, + 0.080116868019104, + 0.09925802797079086, + 0.04922806844115257, + 0.1033569797873497, + 0.08333422988653183, + 0.03861284628510475, + 0.04698452726006508, + 0.04505263268947601, + 0.15176349878311157 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.2520880401134491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_tensor([5785, 5785])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_tensor([5785, 5785])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e23ce5c96c1905b10b429885f601b7ba9f4621dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_tensor([5785, 5785])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld, shaky, medium close-up captures a candid, lived-in moment in a comfortably lit living room. The camera first focuses on a man in his 30s with shaggy brown hair and a friendly, wrinkled face, dressed in a simple gray T-shirt. He leans forward on a plush beige sofa and playfully teases a giggling little boy with short blond hair sitting next to him. After a moment of gentle tickling, the man leans back against the sofa cushions, a cute, tired smile on his face, his left hand raised as he looks at the children, his posture relaxing. The camera then gently pans back and refocuses on a young girl, about ten years old, with long brown hair tied in a ponytail, sitting on the carpeted floor. She's wearing a blue hoodie and shaking her head slightly in annoyance, her brow furrowed as she stares at an open textbook on the low wooden coffee table in front of her. She impatiently flips through a few pages with her right hand, the papers clicking softly. Then, with a sudden, sharp movement, she decisively slammed the book shut, a dull thud in the quiet room. Without pausing, she reached for a purple school backpack lying on the floor nearby, grasping its strap and pulling it toward her, her movement conveying a palpable sense of frustration and determination. The entire scene was bathed in the warm, soft glow of a nearby floor lamp, casting long shadows and creating an intimate, domestic atmosphere.", + "seed": 14631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_5785_seed_14631_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3398912403732538, + "vlm_logprob": -0.3398912403732538, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.3398912403732538, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4080531597137451 + ], + "opposite_logprob_tokens": [ + -0.28305310010910034 + ], + "logprob_reward": -1.4080531597137451, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4080531597137451, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27645614743232727, + 0.1105547696352005, + 0.047631122171878815, + 0.03363263979554176, + 0.06883586198091507, + 0.04691462218761444, + 0.020634019747376442, + 0.06268291920423508, + 0.28477948904037476, + 0.04787837341427803 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -1.4080531597137451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020618624985218048 + ], + "opposite_logprob_tokens": [ + -3.8956186771392822 + ], + "logprob_reward": -0.020618624985218048, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020618624985218048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6709403395652771, + 0.08727461844682693, + 0.031479910016059875, + 0.07619300484657288, + 0.03264946863055229, + 0.0429418608546257, + 0.00992413517087698, + 0.020387031137943268, + 0.018422964960336685, + 0.00978669710457325 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020618624985218048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590247586369514 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590247586369514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590247586369514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24590864777565002, + 0.11630460619926453, + 0.05654221028089523, + 0.08098024874925613, + 0.07756471633911133, + 0.06301403790712357, + 0.05491150543093681, + 0.05000191181898117, + 0.1488591730594635, + 0.10591298341751099 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.020590247586369514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864955693483353 + ], + "opposite_logprob_tokens": [ + -3.048649549484253 + ], + "logprob_reward": -0.04864955693483353, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864955693483353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39042872190475464, + 0.13886746764183044, + 0.07689535617828369, + 0.08703608065843582, + 0.04459992051124573, + 0.02020408771932125, + 0.031033892184495926, + 0.036830198019742966, + 0.10467641055583954, + 0.06942782551050186 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04864955693483353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015446126461029 + ], + "opposite_logprob_tokens": [ + -1.7015446424484253 + ], + "logprob_reward": -0.2015446126461029, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015446126461029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46550700068473816, + 0.06385280191898346, + 0.02666323445737362, + 0.02310623787343502, + 0.047533079981803894, + 0.016351500526070595, + 0.0935678482055664, + 0.08084248006343842, + 0.16656556725502014, + 0.01601027511060238 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2015446126461029 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, shaky, medium close-up captures a candid, lived-in moment in a comfortably lit living room. The camera first focuses on a man in his 30s with shaggy brown hair and a friendly, wrinkled face, dressed in a simple gray T-shirt. He leans forward on a plush beige sofa and playfully teases a giggling little boy with short blond hair sitting next to him. After a moment of gentle tickling, the man leans back against the sofa cushions, a cute, tired smile on his face, his left hand raised as he looks at the children, his posture relaxing. The camera then gently pans back and refocuses on a young girl, about ten years old, with long brown hair tied in a ponytail, sitting on the carpeted floor. She's wearing a blue hoodie and shaking her head slightly in annoyance, her brow furrowed as she stares at an open textbook on the low wooden coffee table in front of her. She impatiently flips through a few pages with her right hand, the papers clicking softly. Then, with a sudden, sharp movement, she decisively slammed the book shut, a dull thud in the quiet room. Without pausing, she reached for a purple school backpack lying on the floor nearby, grasping its strap and pulling it toward her, her movement conveying a palpable sense of frustration and determination. The entire scene was bathed in the warm, soft glow of a nearby floor lamp, casting long shadows and creating an intimate, domestic atmosphere.", + "seed": 14632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_5785_seed_14632_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22262137122452258, + "vlm_logprob": -0.22262137122452258, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.22262137122452258, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9783294796943665 + ], + "opposite_logprob_tokens": [ + -0.47832947969436646 + ], + "logprob_reward": -0.9783294796943665, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9783294796943665, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16347062587738037, + 0.12728182971477509, + 0.13121801614761353, + 0.11552631855010986, + 0.06224660575389862, + 0.03632586821913719, + 0.019502777606248856, + 0.11847750097513199, + 0.04163731634616852, + 0.1843130737543106 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.9783294796943665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820462942123413 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820462942123413, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820462942123413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16258437931537628, + 0.2851524353027344, + 0.1730748414993286, + 0.09560748934745789, + 0.05916166678071022, + 0.027758516371250153, + 0.035124097019433975, + 0.0376092866063118, + 0.0622287392616272, + 0.06169859319925308 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01820462942123413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290636017918587 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290636017918587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290636017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07711149752140045, + 0.1280895322561264, + 0.055807653814554214, + 0.05594051629304886, + 0.06488332152366638, + 0.09030526131391525, + 0.03582523390650749, + 0.24793453514575958, + 0.0656907707452774, + 0.17841167747974396 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.023290636017918587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08259737491607666, + 0.22227263450622559, + 0.12160265445709229, + 0.05566520243883133, + 0.08522980660200119, + 0.04389432817697525, + 0.030940398573875427, + 0.196542426943779, + 0.08091626316308975, + 0.08033885806798935 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.02328341454267502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999869644641876 + ], + "opposite_logprob_tokens": [ + -2.6949987411499023 + ], + "logprob_reward": -0.06999869644641876, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999869644641876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3302728831768036, + 0.1272965520620346, + 0.051370199769735336, + 0.06930375844240189, + 0.06037549301981926, + 0.03461521863937378, + 0.02652154490351677, + 0.20460325479507446, + 0.02565961703658104, + 0.06998152285814285 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.06999869644641876 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, shaky, medium close-up captures a candid, lived-in moment in a comfortably lit living room. The camera first focuses on a man in his 30s with shaggy brown hair and a friendly, wrinkled face, dressed in a simple gray T-shirt. He leans forward on a plush beige sofa and playfully teases a giggling little boy with short blond hair sitting next to him. After a moment of gentle tickling, the man leans back against the sofa cushions, a cute, tired smile on his face, his left hand raised as he looks at the children, his posture relaxing. The camera then gently pans back and refocuses on a young girl, about ten years old, with long brown hair tied in a ponytail, sitting on the carpeted floor. She's wearing a blue hoodie and shaking her head slightly in annoyance, her brow furrowed as she stares at an open textbook on the low wooden coffee table in front of her. She impatiently flips through a few pages with her right hand, the papers clicking softly. Then, with a sudden, sharp movement, she decisively slammed the book shut, a dull thud in the quiet room. Without pausing, she reached for a purple school backpack lying on the floor nearby, grasping its strap and pulling it toward her, her movement conveying a palpable sense of frustration and determination. The entire scene was bathed in the warm, soft glow of a nearby floor lamp, casting long shadows and creating an intimate, domestic atmosphere.", + "seed": 14633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_5785_seed_14633_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3696681998670101, + "vlm_logprob": -0.3696681998670101, + "vlm_yes_no_margin": 1.875000011920929, + "vlm_token_credit": -0.3696681998670101, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.317507266998291 + ], + "opposite_logprob_tokens": [ + -0.3175073266029358 + ], + "logprob_reward": -1.317507266998291, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.317507266998291, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24585051834583282, + 0.04975748062133789, + 0.04772261157631874, + 0.06362100690603256, + 0.1116650402545929, + 0.024195799604058266, + 0.0331479050219059, + 0.2756734788417816, + 0.03812401741743088, + 0.11024212837219238 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -1.317507266998291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100391745567322 + ], + "opposite_logprob_tokens": [ + -4.1411004066467285 + ], + "logprob_reward": -0.016100391745567322, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100391745567322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1261657178401947, + 0.09576301276683807, + 0.08580467849969864, + 0.08654328435659409, + 0.04888247326016426, + 0.04038967564702034, + 0.05995802581310272, + 0.3367803692817688, + 0.06818239390850067, + 0.05153045058250427 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.016100391745567322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901180535554886 + ], + "opposite_logprob_tokens": [ + -2.579011917114258 + ], + "logprob_reward": -0.07901180535554886, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901180535554886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19046232104301453, + 0.07153775542974472, + 0.0671764463186264, + 0.09780173748731613, + 0.06940002739429474, + 0.04016810655593872, + 0.07509403675794601, + 0.09254827350378036, + 0.25195062160491943, + 0.04386066272854805 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.07901180535554886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486612506210804 + ], + "opposite_logprob_tokens": [ + -3.048661231994629 + ], + "logprob_reward": -0.0486612506210804, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486612506210804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08086466789245605, + 0.041290562599897385, + 0.03600911796092987, + 0.0666799247264862, + 0.1233322024345398, + 0.07983076572418213, + 0.041463375091552734, + 0.4562534987926483, + 0.05904574319720268, + 0.015230122022330761 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.0486612506210804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387060284614563 + ], + "opposite_logprob_tokens": [ + -1.137060284614563 + ], + "logprob_reward": -0.387060284614563, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387060284614563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864657700061798, + 0.09665478765964508, + 0.07268299162387848, + 0.035506684333086014, + 0.04261879250407219, + 0.21826177835464478, + 0.16645421087741852, + 0.05907825380563736, + 0.059802666306495667, + 0.06247405707836151 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.387060284614563 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, shaky, medium close-up captures a candid, lived-in moment in a comfortably lit living room. The camera first focuses on a man in his 30s with shaggy brown hair and a friendly, wrinkled face, dressed in a simple gray T-shirt. He leans forward on a plush beige sofa and playfully teases a giggling little boy with short blond hair sitting next to him. After a moment of gentle tickling, the man leans back against the sofa cushions, a cute, tired smile on his face, his left hand raised as he looks at the children, his posture relaxing. The camera then gently pans back and refocuses on a young girl, about ten years old, with long brown hair tied in a ponytail, sitting on the carpeted floor. She's wearing a blue hoodie and shaking her head slightly in annoyance, her brow furrowed as she stares at an open textbook on the low wooden coffee table in front of her. She impatiently flips through a few pages with her right hand, the papers clicking softly. Then, with a sudden, sharp movement, she decisively slammed the book shut, a dull thud in the quiet room. Without pausing, she reached for a purple school backpack lying on the floor nearby, grasping its strap and pulling it toward her, her movement conveying a palpable sense of frustration and determination. The entire scene was bathed in the warm, soft glow of a nearby floor lamp, casting long shadows and creating an intimate, domestic atmosphere.", + "seed": 14634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_10/index_5785_seed_14634_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27863427326083184, + "vlm_logprob": -0.27863427326083184, + "vlm_yes_no_margin": 2.450000011920929, + "vlm_token_credit": -0.27863427326083184, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2261829376220703 + ], + "opposite_logprob_tokens": [ + -0.3511829972267151 + ], + "logprob_reward": -1.2261829376220703, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2261829376220703, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1392386108636856, + 0.2054525464773178, + 0.07700404524803162, + 0.17402283847332, + 0.12956680357456207, + 0.042721834033727646, + 0.06497625261545181, + 0.06811527907848358, + 0.048113200813531876, + 0.05078860744833946 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -1.2261829376220703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372276574373245 + ], + "opposite_logprob_tokens": [ + -3.4087228775024414 + ], + "logprob_reward": -0.03372276574373245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372276574373245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07443867623806, + 0.3297679126262665, + 0.07081634551286697, + 0.08748038113117218, + 0.06993863731622696, + 0.07761743664741516, + 0.07426901161670685, + 0.04003910347819328, + 0.04628581181168556, + 0.12934669852256775 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.03372276574373245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900232821702957 + ], + "opposite_logprob_tokens": [ + -2.5790023803710938 + ], + "logprob_reward": -0.07900232821702957, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900232821702957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07201432436704636, + 0.08974971622228622, + 0.07409725338220596, + 0.10474979132413864, + 0.1921127885580063, + 0.26233717799186707, + 0.07292430102825165, + 0.04654233902692795, + 0.03471122682094574, + 0.050761111080646515 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.07900232821702957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581256598234177 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581256598234177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581256598234177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08310184627771378, + 0.04230143502354622, + 0.05158819258213043, + 0.151152104139328, + 0.08088437467813492, + 0.2414301186800003, + 0.18238742649555206, + 0.05439950153231621, + 0.055286187678575516, + 0.05746878311038017 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.020581256598234177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s with shaggy brown hair and a gray T-shirt leaning forward on a plush beige sofa?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a young girl with long brown hair in a ponytail, wearing a blue hoodie, slam a textbook shut on a low wooden coffee table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera gently pan back to refocus on the girl after the initial shot of the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by the warm, soft glow of a nearby floor lamp casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368207812309265 + ], + "opposite_logprob_tokens": [ + -3.408682107925415 + ], + "logprob_reward": -0.03368207812309265, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368207812309265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059254761785268784, + 0.029192272573709488, + 0.05953831970691681, + 0.04898962378501892, + 0.10689102858304977, + 0.07408981770277023, + 0.4581020474433899, + 0.024935202673077583, + 0.08424944430589676, + 0.054757434874773026 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.03368207812309265 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_tensor([7550, 7550])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_tensor([7550, 7550])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ebf0f25d480f6ec7cdaeb3bbf40095bc866d3e03 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_tensor([7550, 7550])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle close-up creates an atmosphere of profound silence and antiquity. A thick beeswax candle stands tall on the rich, dark wood of an old desk, its sides patterned with droplets of hardened wax. Its steady, teardrop-shaped flame barely flickers, emitting a warm golden glow that gathers around its base and casts long, soft shadows in the surrounding darkness. This solitary light falls upon a stack of ancient documents, their parchment yellowed and fibrous, their edges frayed and brittle. The stack is bound in a rough, dark envelope, the topmost document secured with a conspicuous crimson wax seal, its intricate, yet worn top catching the light. The warm light meticulously depicts the textured surface of the paper and the raised relief of the seal, creating a dramatic chiaroscuro effect that highlights every minute detail, while the rest of the room fades into an abyss of shadow, evoking an atmosphere of solemnity, mystery, and profound depth.", + "seed": 21774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_7550_seed_21774_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008066208381205798, + "vlm_logprob": -0.008066208381205798, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.008066208381205798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005759074818342924 + ], + "opposite_logprob_tokens": [ + -5.255759239196777 + ], + "logprob_reward": -0.005759074818342924, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005759074818342924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19401083886623383, + 0.06414434313774109, + 0.23356392979621887, + 0.08212503790855408, + 0.08879789710044861, + 0.06669216603040695, + 0.03518201783299446, + 0.08836989104747772, + 0.08438481390476227, + 0.06272903829813004 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.005759074818342924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863703727722168, + 0.05457305163145065, + 0.19938357174396515, + 0.0908849835395813, + 0.06355654448270798, + 0.11171208322048187, + 0.06591226160526276, + 0.060372401028871536, + 0.08553522825241089, + 0.09943284839391708 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024924185127019882 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024924185127019882, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024924185127019882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2063252180814743, + 0.0600622333586216, + 0.2824004292488098, + 0.06942024827003479, + 0.028407322242856026, + 0.03836970403790474, + 0.06232612207531929, + 0.05071345716714859, + 0.043633755296468735, + 0.1583414524793625 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0024924185127019882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052490513771772385 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.0052490513771772385, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052490513771772385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04997213929891586, + 0.03238515183329582, + 0.22231023013591766, + 0.045211657881736755, + 0.032061878591775894, + 0.1052805483341217, + 0.1838245689868927, + 0.1371384561061859, + 0.09690305590629578, + 0.09491231292486191 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.0052490513771772385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817992888391018 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01817992888391018, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817992888391018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18416015803813934, + 0.04957691952586174, + 0.20579130947589874, + 0.1025208979845047, + 0.03676462918519974, + 0.03435231372714043, + 0.0652848407626152, + 0.14177508652210236, + 0.1235693022608757, + 0.05620450899004936 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.01817992888391018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up creates an atmosphere of profound silence and antiquity. A thick beeswax candle stands tall on the rich, dark wood of an old desk, its sides patterned with droplets of hardened wax. Its steady, teardrop-shaped flame barely flickers, emitting a warm golden glow that gathers around its base and casts long, soft shadows in the surrounding darkness. This solitary light falls upon a stack of ancient documents, their parchment yellowed and fibrous, their edges frayed and brittle. The stack is bound in a rough, dark envelope, the topmost document secured with a conspicuous crimson wax seal, its intricate, yet worn top catching the light. The warm light meticulously depicts the textured surface of the paper and the raised relief of the seal, creating a dramatic chiaroscuro effect that highlights every minute detail, while the rest of the room fades into an abyss of shadow, evoking an atmosphere of solemnity, mystery, and profound depth.", + "seed": 21775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_7550_seed_21775_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012113797594793141, + "vlm_logprob": -0.012113797594793141, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.012113797594793141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014826982514932752 + ], + "opposite_logprob_tokens": [ + -7.0014824867248535 + ], + "logprob_reward": -0.0014826982514932752, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0014826982514932752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2631535232067108, + 0.04917614907026291, + 0.0579165555536747, + 0.13938744366168976, + 0.07173986732959747, + 0.1308419406414032, + 0.038250092417001724, + 0.0604216605424881, + 0.08648466318845749, + 0.10262809693813324 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0014826982514932752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262451246380806 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.005262451246380806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262451246380806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15349535644054413, + 0.0607101172208786, + 0.025121847167611122, + 0.5409126281738281, + 0.03619499132037163, + 0.023513540625572205, + 0.01299748569726944, + 0.0307798832654953, + 0.05746537446975708, + 0.05880870670080185 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005262451246380806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194232005625963 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194232005625963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194232005625963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21047089993953705, + 0.06465435028076172, + 0.0408489890396595, + 0.23899343609809875, + 0.10654301196336746, + 0.13747158646583557, + 0.017589878290891647, + 0.028589392080903053, + 0.06461793929338455, + 0.09022054821252823 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.003194232005625963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809225186705589 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809225186705589, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809225186705589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22083058953285217, + 0.051120124757289886, + 0.0689055398106575, + 0.09254628419876099, + 0.04381227120757103, + 0.23176626861095428, + 0.026747113093733788, + 0.035166025161743164, + 0.06531938910484314, + 0.16378635168075562 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.03809225186705589 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17722965776920319, + 0.04372460022568703, + 0.045818228274583817, + 0.042390886694192886, + 0.10970894992351532, + 0.18137159943580627, + 0.05501529201865196, + 0.14006677269935608, + 0.08537191152572632, + 0.11930204927921295 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.012537354603409767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up creates an atmosphere of profound silence and antiquity. A thick beeswax candle stands tall on the rich, dark wood of an old desk, its sides patterned with droplets of hardened wax. Its steady, teardrop-shaped flame barely flickers, emitting a warm golden glow that gathers around its base and casts long, soft shadows in the surrounding darkness. This solitary light falls upon a stack of ancient documents, their parchment yellowed and fibrous, their edges frayed and brittle. The stack is bound in a rough, dark envelope, the topmost document secured with a conspicuous crimson wax seal, its intricate, yet worn top catching the light. The warm light meticulously depicts the textured surface of the paper and the raised relief of the seal, creating a dramatic chiaroscuro effect that highlights every minute detail, while the rest of the room fades into an abyss of shadow, evoking an atmosphere of solemnity, mystery, and profound depth.", + "seed": 21776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_7550_seed_21776_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00549451382830739, + "vlm_logprob": -0.00549451382830739, + "vlm_yes_no_margin": 5.575, + "vlm_token_credit": -0.00549451382830739, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002232323167845607 + ], + "opposite_logprob_tokens": [ + -7.252232551574707 + ], + "logprob_reward": -0.002232323167845607, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.002232323167845607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06337945908308029, + 0.02966313436627388, + 0.015532465651631355, + 0.6402201056480408, + 0.03651560842990875, + 0.062015384435653687, + 0.03900039568543434, + 0.039497748017311096, + 0.04817287251353264, + 0.02600286342203617 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.002232323167845607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639951538294554 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639951538294554, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639951538294554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430128663778305, + 0.039976853877305984, + 0.04633626341819763, + 0.46917635202407837, + 0.0753406509757042, + 0.09236402064561844, + 0.044245053082704544, + 0.036169495433568954, + 0.03300761431455612, + 0.02037087082862854 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.007639951538294554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031919742468744516 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031919742468744516, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031919742468744516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03198283165693283, + 0.021621135994791985, + 0.02250581607222557, + 0.7807118892669678, + 0.02961093559861183, + 0.010878678411245346, + 0.03474480286240578, + 0.023374468088150024, + 0.012627561576664448, + 0.03194190561771393 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0031919742468744516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633641801774502 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633641801774502, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633641801774502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15509840846061707, + 0.056736771017313004, + 0.21297986805438995, + 0.38225579261779785, + 0.03958489000797272, + 0.06914333999156952, + 0.03774254396557808, + 0.01678892970085144, + 0.01315957959741354, + 0.016509855166077614 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.004633641801774502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774678386747837 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.009774678386747837, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774678386747837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07879402488470078, + 0.031834524124860764, + 0.03609560430049896, + 0.5081522464752197, + 0.11958175897598267, + 0.09645949304103851, + 0.024081675335764885, + 0.026375774294137955, + 0.026229575276374817, + 0.052395306527614594 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.009774678386747837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up creates an atmosphere of profound silence and antiquity. A thick beeswax candle stands tall on the rich, dark wood of an old desk, its sides patterned with droplets of hardened wax. Its steady, teardrop-shaped flame barely flickers, emitting a warm golden glow that gathers around its base and casts long, soft shadows in the surrounding darkness. This solitary light falls upon a stack of ancient documents, their parchment yellowed and fibrous, their edges frayed and brittle. The stack is bound in a rough, dark envelope, the topmost document secured with a conspicuous crimson wax seal, its intricate, yet worn top catching the light. The warm light meticulously depicts the textured surface of the paper and the raised relief of the seal, creating a dramatic chiaroscuro effect that highlights every minute detail, while the rest of the room fades into an abyss of shadow, evoking an atmosphere of solemnity, mystery, and profound depth.", + "seed": 21777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_11/index_7550_seed_21777_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00813664929009974, + "vlm_logprob": -0.00813664929009974, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.00813664929009974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002853728597983718 + ], + "opposite_logprob_tokens": [ + -6.502853870391846 + ], + "logprob_reward": -0.002853728597983718, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002853728597983718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5183186531066895, + 0.04373997822403908, + 0.06863829493522644, + 0.0534365139901638, + 0.04142598435282707, + 0.0214252732694149, + 0.02197028137743473, + 0.07857922464609146, + 0.1101807951927185, + 0.04228508472442627 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.002853728597983718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272767972201109 + ], + "opposite_logprob_tokens": [ + -5.25527286529541 + ], + "logprob_reward": -0.005272767972201109, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272767972201109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4731671214103699, + 0.07272028177976608, + 0.0807008370757103, + 0.0347391776740551, + 0.042336851358413696, + 0.017191952094435692, + 0.03587907552719116, + 0.04496380686759949, + 0.10466106235980988, + 0.09363983571529388 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.005272767972201109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3037338852882385, + 0.046481337398290634, + 0.06723206490278244, + 0.057869695127010345, + 0.03315348923206329, + 0.013755890540778637, + 0.03587587550282478, + 0.05941813811659813, + 0.25074493885040283, + 0.1317346692085266 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.004638150800019503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2818242907524109, + 0.04490985348820686, + 0.024184726178646088, + 0.023958049714565277, + 0.03035656176507473, + 0.015921851620078087, + 0.017368869855999947, + 0.054388388991355896, + 0.2873236835002899, + 0.21976378560066223 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a thick beeswax candle standing on a rich, dark wood desk visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the candle have hardened wax droplets on its sides and a steady, teardrop-shaped flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a stack of ancient, yellowed documents with frayed edges bound in a rough dark envelope visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a conspicuous crimson wax seal visible on the topmost document?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot as a static, slightly high-angle close-up with the rest of the room fading into deep shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14691737294197083, + 0.04504598677158356, + 0.15169000625610352, + 0.05647199973464012, + 0.19113992154598236, + 0.024843527004122734, + 0.04333217814564705, + 0.07134096324443817, + 0.1265837848186493, + 0.14263418316841125 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.02328341454267502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_tensor([1151, 1151])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_tensor([1151, 1151])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19254987d88621903f5738dbbc28c2927d60ade4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_tensor([1151, 1151])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, beginning from a violently shaking deck perspective, plunges the viewer directly into the chaos unfolding aboard a majestic Fu ship, constructed of dark, rain-soaked timbers that groan with each surge upon the crest of the monstrous black-green waves. Massive square sails, made of heavy, off-white canvas, are stretched to breaking point by apocalyptic winds, violently flapping and thrashing against the bamboo battens. As the camera steadily rises above the immersive pitch of the deck, it reveals a breathtaking and terrifying panorama of the storm, powered by Unreal Engine. The sky is a swirling vortex of violet and black clouds, punctuated by brilliant forks of lightning that momentarily shroud the scene in a blinding, ghostly white light. Below, the raging sea is an endless expanse of massive, tumbling wave crests and deep troughs, with the downpour and splashing spray composed of countless dynamic particle effects rendered with stunning clarity, while the lone blessing ship appears both majestic and fragile as it struggles against nature’s overwhelming fury, creating an atmosphere of epic tension and grandeur.", + "seed": 29113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_1151_seed_29113_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009404732519760728, + "vlm_logprob": -0.009404732519760728, + "vlm_yes_no_margin": 5.224999952316284, + "vlm_token_credit": -0.009404732519760728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021385669708251953 + ], + "opposite_logprob_tokens": [ + -3.896385669708252 + ], + "logprob_reward": -0.021385669708251953, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021385669708251953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03051023744046688, + 0.03901209309697151, + 0.731451690196991, + 0.019407756626605988, + 0.029922183603048325, + 0.028310520574450493, + 0.05510649457573891, + 0.023874588310718536, + 0.031486570835113525, + 0.010917902924120426 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.021385669708251953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205799162387848 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205799162387848, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018205799162387848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10501576960086823, + 0.05235126242041588, + 0.07972874492406845, + 0.13921014964580536, + 0.13555046916007996, + 0.045050546526908875, + 0.24354411661624908, + 0.04737597331404686, + 0.08326846361160278, + 0.06890448182821274 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.018205799162387848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10175782442092896, + 0.034887704998254776, + 0.1338692605495453, + 0.03862929716706276, + 0.042458485811948776, + 0.13105005025863647, + 0.19014903903007507, + 0.1060827225446701, + 0.1395120620727539, + 0.0816035345196724 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.002484927186742425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614679677411914 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003614679677411914, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614679677411914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05125449225306511, + 0.046145204454660416, + 0.23020823299884796, + 0.02765440009534359, + 0.03422127664089203, + 0.03714527189731598, + 0.1577869951725006, + 0.21985211968421936, + 0.17403894662857056, + 0.02169305644929409 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.003614679677411914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013325868640094995 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013325868640094995, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013325868640094995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10687841475009918, + 0.039900485426187515, + 0.24761150777339935, + 0.08653958141803741, + 0.0692795068025589, + 0.03578690066933632, + 0.16278772056102753, + 0.03622196614742279, + 0.14230641722679138, + 0.07268747687339783 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.0013325868640094995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, beginning from a violently shaking deck perspective, plunges the viewer directly into the chaos unfolding aboard a majestic Fu ship, constructed of dark, rain-soaked timbers that groan with each surge upon the crest of the monstrous black-green waves. Massive square sails, made of heavy, off-white canvas, are stretched to breaking point by apocalyptic winds, violently flapping and thrashing against the bamboo battens. As the camera steadily rises above the immersive pitch of the deck, it reveals a breathtaking and terrifying panorama of the storm, powered by Unreal Engine. The sky is a swirling vortex of violet and black clouds, punctuated by brilliant forks of lightning that momentarily shroud the scene in a blinding, ghostly white light. Below, the raging sea is an endless expanse of massive, tumbling wave crests and deep troughs, with the downpour and splashing spray composed of countless dynamic particle effects rendered with stunning clarity, while the lone blessing ship appears both majestic and fragile as it struggles against nature’s overwhelming fury, creating an atmosphere of epic tension and grandeur.", + "seed": 29114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_1151_seed_29114_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01760541005060077, + "vlm_logprob": -0.01760541005060077, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01760541005060077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03911808133125305 + ], + "opposite_logprob_tokens": [ + -3.2891180515289307 + ], + "logprob_reward": -0.03911808133125305, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03911808133125305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12331261485815048, + 0.16876456141471863, + 0.03983686864376068, + 0.057736270129680634, + 0.4176595211029053, + 0.05151219666004181, + 0.049106527119874954, + 0.037532150745391846, + 0.019626913592219353, + 0.03491241857409477 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.03911808133125305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363611221313477 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363611221313477, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363611221313477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1389016956090927, + 0.30560529232025146, + 0.04593796283006668, + 0.10249104350805283, + 0.2011890858411789, + 0.0594206340610981, + 0.054122403264045715, + 0.03386424109339714, + 0.029710108414292336, + 0.028757553547620773 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.026363611221313477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177002668380737 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.018177002668380737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177002668380737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13933248817920685, + 0.38551992177963257, + 0.025964153930544853, + 0.10198434442281723, + 0.07247984409332275, + 0.059724997729063034, + 0.04585544392466545, + 0.03626666218042374, + 0.018473120406270027, + 0.11439908295869827 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.018177002668380737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191736526787281 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003191736526787281, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191736526787281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1401490718126297, + 0.30372798442840576, + 0.03733940050005913, + 0.09984458237886429, + 0.22679851949214935, + 0.05290748178958893, + 0.03781453147530556, + 0.030072646215558052, + 0.03769783675670624, + 0.03364786505699158 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.003191736526787281 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001176618505269289 + ], + "opposite_logprob_tokens": [ + -6.751176834106445 + ], + "logprob_reward": -0.001176618505269289, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001176618505269289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15969112515449524, + 0.05556458979845047, + 0.038093049079179764, + 0.1096060499548912, + 0.37220650911331177, + 0.09631773084402084, + 0.044489361345767975, + 0.03586450591683388, + 0.04022518917918205, + 0.047941841185092926 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.001176618505269289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, beginning from a violently shaking deck perspective, plunges the viewer directly into the chaos unfolding aboard a majestic Fu ship, constructed of dark, rain-soaked timbers that groan with each surge upon the crest of the monstrous black-green waves. Massive square sails, made of heavy, off-white canvas, are stretched to breaking point by apocalyptic winds, violently flapping and thrashing against the bamboo battens. As the camera steadily rises above the immersive pitch of the deck, it reveals a breathtaking and terrifying panorama of the storm, powered by Unreal Engine. The sky is a swirling vortex of violet and black clouds, punctuated by brilliant forks of lightning that momentarily shroud the scene in a blinding, ghostly white light. Below, the raging sea is an endless expanse of massive, tumbling wave crests and deep troughs, with the downpour and splashing spray composed of countless dynamic particle effects rendered with stunning clarity, while the lone blessing ship appears both majestic and fragile as it struggles against nature’s overwhelming fury, creating an atmosphere of epic tension and grandeur.", + "seed": 29115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_1151_seed_29115_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00780595486285165, + "vlm_logprob": -0.00780595486285165, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.00780595486285165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02444995380938053 + ], + "opposite_logprob_tokens": [ + -3.7744500637054443 + ], + "logprob_reward": -0.02444995380938053, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02444995380938053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13873206079006195, + 0.15901842713356018, + 0.07944253087043762, + 0.1313558667898178, + 0.15770764648914337, + 0.16302311420440674, + 0.04821598902344704, + 0.05808180198073387, + 0.04465925693511963, + 0.019763341173529625 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.02444995380938053 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746016908437014 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006746016908437014, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746016908437014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11188402026891708, + 0.21331480145454407, + 0.23156024515628815, + 0.08553706109523773, + 0.08739705383777618, + 0.06043202430009842, + 0.051081765443086624, + 0.09995502233505249, + 0.040732067078351974, + 0.018105950206518173 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.006746016908437014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002483856864273548 + ], + "opposite_logprob_tokens": [ + -6.00248384475708 + ], + "logprob_reward": -0.002483856864273548, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002483856864273548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1127147525548935, + 0.19483180344104767, + 0.09194675832986832, + 0.0687859058380127, + 0.10034056752920151, + 0.09352283179759979, + 0.054228536784648895, + 0.17516130208969116, + 0.061307329684495926, + 0.04716017097234726 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.002483856864273548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635065793991089 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004635065793991089, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635065793991089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11150199919939041, + 0.09183205664157867, + 0.11523189395666122, + 0.10002857446670532, + 0.18763579428195953, + 0.10188315063714981, + 0.036792244762182236, + 0.06712345778942108, + 0.08603142201900482, + 0.10193941742181778 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.004635065793991089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007148809381760657 + ], + "opposite_logprob_tokens": [ + -7.2507147789001465 + ], + "logprob_reward": -0.0007148809381760657, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007148809381760657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09969338774681091, + 0.1008777916431427, + 0.11664401739835739, + 0.13303282856941223, + 0.13803640007972717, + 0.1348433643579483, + 0.07770821452140808, + 0.09134472906589508, + 0.07554668933153152, + 0.03227261081337929 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.0007148809381760657 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, beginning from a violently shaking deck perspective, plunges the viewer directly into the chaos unfolding aboard a majestic Fu ship, constructed of dark, rain-soaked timbers that groan with each surge upon the crest of the monstrous black-green waves. Massive square sails, made of heavy, off-white canvas, are stretched to breaking point by apocalyptic winds, violently flapping and thrashing against the bamboo battens. As the camera steadily rises above the immersive pitch of the deck, it reveals a breathtaking and terrifying panorama of the storm, powered by Unreal Engine. The sky is a swirling vortex of violet and black clouds, punctuated by brilliant forks of lightning that momentarily shroud the scene in a blinding, ghostly white light. Below, the raging sea is an endless expanse of massive, tumbling wave crests and deep troughs, with the downpour and splashing spray composed of countless dynamic particle effects rendered with stunning clarity, while the lone blessing ship appears both majestic and fragile as it struggles against nature’s overwhelming fury, creating an atmosphere of epic tension and grandeur.", + "seed": 29116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_12/index_1151_seed_29116_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01926361178047955, + "vlm_logprob": -0.01926361178047955, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.01926361178047955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034393101930618286 + ], + "opposite_logprob_tokens": [ + -3.409393072128296 + ], + "logprob_reward": -0.034393101930618286, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034393101930618286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09014903753995895, + 0.0678141713142395, + 0.08790691196918488, + 0.21171508729457855, + 0.2423790544271469, + 0.034956976771354675, + 0.06308780610561371, + 0.06018154323101044, + 0.07336907088756561, + 0.06844038516283035 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.034393101930618286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550539337098598 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550539337098598, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550539337098598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054268430918455124, + 0.15984973311424255, + 0.15557529032230377, + 0.06682918220758438, + 0.049305424094200134, + 0.03020753338932991, + 0.06376557052135468, + 0.08495408296585083, + 0.13914406299591064, + 0.19610068202018738 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.012550539337098598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808743134140968 + ], + "opposite_logprob_tokens": [ + -3.2880873680114746 + ], + "logprob_reward": -0.03808743134140968, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808743134140968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.179224893450737, + 0.15944431722164154, + 0.09129247814416885, + 0.13635849952697754, + 0.07952873408794403, + 0.02456657588481903, + 0.06213683262467384, + 0.0601976253092289, + 0.10922324657440186, + 0.0980268269777298 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03808743134140968 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0770757868885994, + 0.0710352286696434, + 0.09602829068899155, + 0.18489719927310944, + 0.05180951580405235, + 0.027567407116293907, + 0.08531872183084488, + 0.09178850799798965, + 0.22405505180358887, + 0.09042423963546753 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0097782202064991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a violently shaking deck perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship constructed of dark, rain-soaked timbers with massive square sails made of off-white canvas?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a storm with a sky of swirling violet and black clouds punctuated by lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera steadily rise above the deck to reveal the panorama of the storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the waves depicted as massive, black-green, tumbling crests with dynamic particle effects for downpour and spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015087660867720842 + ], + "opposite_logprob_tokens": [ + -6.501508712768555 + ], + "logprob_reward": -0.0015087660867720842, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015087660867720842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08230336010456085, + 0.16968218982219696, + 0.0917636901140213, + 0.08788678795099258, + 0.1375344693660736, + 0.0828564241528511, + 0.04929004982113838, + 0.05024044215679169, + 0.1672416478395462, + 0.08120092749595642 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.0015087660867720842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_tensor([9001, 9001])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_tensor([9001, 9001])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5db8f73a82dbf368ba78f896c231c87d65ba52bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_tensor([9001, 9001])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The low-angle shot begins, with the camera executing a slow, graceful 360-degree arc around the base of a dominant giant eucalyptus tree. The tree's massive trunk is a canvas of peeling, papery bark in shades of cream and light gray, revealing smooth patches of ochre beneath, all rendered in surreal detail by the warm, low-angle light of the golden hour. As the camera steadily orbits, the sunlight captures the wood's gnarled texture and deep cracks, casting long, shifting shadows on the dry, cracked earth below. Looking up, the mighty branches twist and spread into a sprawling canopy, densely covered with sickle-shaped, silver-green leaves. A gentle breeze causes each leaf to tremble, shimmering with a metallic sheen, creating a mesmerizing, dynamic play of light against the vast, open sky—a luminous canvas of deep teal fading into soft oranges and pinks on the horizon. The camera’s slow, deliberate rotations continually change perspective, revealing the tree’s immense scale and complex structure from all sides, creating a profound atmosphere of tranquility, natural grandeur, and quiet awe.", + "seed": 7187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_9001_seed_7187_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05417680628597736, + "vlm_logprob": -0.05417680628597736, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05417680628597736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04944135621190071 + ], + "opposite_logprob_tokens": [ + -3.049441337585449 + ], + "logprob_reward": -0.04944135621190071, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04944135621190071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08000127226114273, + 0.09683645516633987, + 0.07937722653150558, + 0.04163278266787529, + 0.08006886392831802, + 0.2791520357131958, + 0.20706415176391602, + 0.09512776881456375, + 0.022243419662117958, + 0.01849604770541191 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.04944135621190071 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211401343345642 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211401343345642, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211401343345642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23666058480739594, + 0.03644339740276337, + 0.08409405499696732, + 0.04240819439291954, + 0.03820347413420677, + 0.41237789392471313, + 0.0396854542195797, + 0.028247183188796043, + 0.025152092799544334, + 0.056727658957242966 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.014211401343345642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11428181082010269, + 0.040854085236787796, + 0.06311850249767303, + 0.12102140486240387, + 0.03468050807714462, + 0.4871751368045807, + 0.06031118333339691, + 0.03488726168870926, + 0.01623368449509144, + 0.02743639051914215 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.038106825202703476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337021961808205 + ], + "opposite_logprob_tokens": [ + -3.651336908340454 + ], + "logprob_reward": -0.026337021961808205, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337021961808205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21126408874988556, + 0.17132273316383362, + 0.08347739279270172, + 0.03661289066076279, + 0.048045214265584946, + 0.2747038006782532, + 0.06632126867771149, + 0.038146212697029114, + 0.05430994927883148, + 0.01579640805721283 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.026337021961808205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278742671012878 + ], + "opposite_logprob_tokens": [ + -2.017787456512451 + ], + "logprob_reward": -0.14278742671012878, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278742671012878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23219504952430725, + 0.06694039702415466, + 0.07336261123418808, + 0.013231555931270123, + 0.03461398929357529, + 0.07008854299783707, + 0.2752334773540497, + 0.05105378478765488, + 0.15843935310840607, + 0.024841250851750374 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.14278742671012878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The low-angle shot begins, with the camera executing a slow, graceful 360-degree arc around the base of a dominant giant eucalyptus tree. The tree's massive trunk is a canvas of peeling, papery bark in shades of cream and light gray, revealing smooth patches of ochre beneath, all rendered in surreal detail by the warm, low-angle light of the golden hour. As the camera steadily orbits, the sunlight captures the wood's gnarled texture and deep cracks, casting long, shifting shadows on the dry, cracked earth below. Looking up, the mighty branches twist and spread into a sprawling canopy, densely covered with sickle-shaped, silver-green leaves. A gentle breeze causes each leaf to tremble, shimmering with a metallic sheen, creating a mesmerizing, dynamic play of light against the vast, open sky—a luminous canvas of deep teal fading into soft oranges and pinks on the horizon. The camera’s slow, deliberate rotations continually change perspective, revealing the tree’s immense scale and complex structure from all sides, creating a profound atmosphere of tranquility, natural grandeur, and quiet awe.", + "seed": 7188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_9001_seed_7188_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.045653746090829374, + "vlm_logprob": -0.045653746090829374, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.045653746090829374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07070936262607574 + ], + "opposite_logprob_tokens": [ + -2.695709466934204 + ], + "logprob_reward": -0.07070936262607574, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07070936262607574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15644824504852295, + 0.13016165792942047, + 0.05784006044268608, + 0.05983186140656471, + 0.06203293055295944, + 0.07805132865905762, + 0.14714589715003967, + 0.20908088982105255, + 0.042608149349689484, + 0.05679897964000702 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07070936262607574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142061123624444 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142061123624444, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142061123624444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13100582361221313, + 0.2736493647098541, + 0.029980257153511047, + 0.04470987990498543, + 0.03094261698424816, + 0.01755482144653797, + 0.0642615482211113, + 0.34720006585121155, + 0.027497392147779465, + 0.03319826349616051 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0142061123624444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206116825342178 + ], + "opposite_logprob_tokens": [ + -2.812061071395874 + ], + "logprob_reward": -0.06206116825342178, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206116825342178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07834022492170334, + 0.1497362107038498, + 0.06505768746137619, + 0.055098727345466614, + 0.026790399104356766, + 0.05231788009405136, + 0.16299359500408173, + 0.30056828260421753, + 0.07884261012077332, + 0.030254358425736427 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.06206116825342178 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495576187968254 + ], + "opposite_logprob_tokens": [ + -2.9299557209014893 + ], + "logprob_reward": -0.05495576187968254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495576187968254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05393874645233154, + 0.0340292826294899, + 0.024113627150654793, + 0.0906996876001358, + 0.0498434379696846, + 0.04530239850282669, + 0.1443919986486435, + 0.5150638222694397, + 0.02730073593556881, + 0.015316286124289036 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.05495576187968254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336325332522392 + ], + "opposite_logprob_tokens": [ + -3.651336431503296 + ], + "logprob_reward": -0.026336325332522392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336325332522392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13999433815479279, + 0.17753353714942932, + 0.019997205585241318, + 0.12095679342746735, + 0.027070673182606697, + 0.018573356792330742, + 0.030231814831495285, + 0.41465234756469727, + 0.03232121467590332, + 0.018668649718165398 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.026336325332522392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The low-angle shot begins, with the camera executing a slow, graceful 360-degree arc around the base of a dominant giant eucalyptus tree. The tree's massive trunk is a canvas of peeling, papery bark in shades of cream and light gray, revealing smooth patches of ochre beneath, all rendered in surreal detail by the warm, low-angle light of the golden hour. As the camera steadily orbits, the sunlight captures the wood's gnarled texture and deep cracks, casting long, shifting shadows on the dry, cracked earth below. Looking up, the mighty branches twist and spread into a sprawling canopy, densely covered with sickle-shaped, silver-green leaves. A gentle breeze causes each leaf to tremble, shimmering with a metallic sheen, creating a mesmerizing, dynamic play of light against the vast, open sky—a luminous canvas of deep teal fading into soft oranges and pinks on the horizon. The camera’s slow, deliberate rotations continually change perspective, revealing the tree’s immense scale and complex structure from all sides, creating a profound atmosphere of tranquility, natural grandeur, and quiet awe.", + "seed": 7189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_9001_seed_7189_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08843550458550453, + "vlm_logprob": -0.08843550458550453, + "vlm_yes_no_margin": 2.999999988079071, + "vlm_token_credit": -0.08843550458550453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049136560410261154 + ], + "opposite_logprob_tokens": [ + -3.0491366386413574 + ], + "logprob_reward": -0.049136560410261154, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049136560410261154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07296215742826462, + 0.0546250119805336, + 0.08769819140434265, + 0.03500204533338547, + 0.13156507909297943, + 0.05089506506919861, + 0.04318968579173088, + 0.16357095539569855, + 0.31231629848480225, + 0.04817553982138634 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.049136560410261154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608443818986416 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608443818986416, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608443818986416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16157901287078857, + 0.09930546581745148, + 0.11770668625831604, + 0.05642688274383545, + 0.16304993629455566, + 0.06218598783016205, + 0.047474686056375504, + 0.04864715412259102, + 0.1722870022058487, + 0.07133723795413971 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.01608443818986416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813015833497047 + ], + "opposite_logprob_tokens": [ + -3.529813051223755 + ], + "logprob_reward": -0.029813015833497047, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813015833497047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19969041645526886, + 0.17347323894500732, + 0.13808397948741913, + 0.09793403744697571, + 0.06973201036453247, + 0.03066527657210827, + 0.04664889723062515, + 0.060606248676776886, + 0.11930689215660095, + 0.0638590008020401 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029813015833497047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336940661072731 + ], + "opposite_logprob_tokens": [ + -3.40869402885437 + ], + "logprob_reward": -0.0336940661072731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336940661072731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1833621859550476, + 0.2812518775463104, + 0.04399557039141655, + 0.15555280447006226, + 0.03416733071208, + 0.015481133945286274, + 0.01719013601541519, + 0.19635039567947388, + 0.02670491859316826, + 0.04594368115067482 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0336940661072731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134494423866272 + ], + "opposite_logprob_tokens": [ + -1.3134493827819824 + ], + "logprob_reward": -0.3134494423866272, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134494423866272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2160528600215912, + 0.04471251368522644, + 0.0984654352068901, + 0.03889283165335655, + 0.05597299709916115, + 0.03133394569158554, + 0.046612825244665146, + 0.08555558323860168, + 0.2904737591743469, + 0.09192724525928497 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.3134494423866272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The low-angle shot begins, with the camera executing a slow, graceful 360-degree arc around the base of a dominant giant eucalyptus tree. The tree's massive trunk is a canvas of peeling, papery bark in shades of cream and light gray, revealing smooth patches of ochre beneath, all rendered in surreal detail by the warm, low-angle light of the golden hour. As the camera steadily orbits, the sunlight captures the wood's gnarled texture and deep cracks, casting long, shifting shadows on the dry, cracked earth below. Looking up, the mighty branches twist and spread into a sprawling canopy, densely covered with sickle-shaped, silver-green leaves. A gentle breeze causes each leaf to tremble, shimmering with a metallic sheen, creating a mesmerizing, dynamic play of light against the vast, open sky—a luminous canvas of deep teal fading into soft oranges and pinks on the horizon. The camera’s slow, deliberate rotations continually change perspective, revealing the tree’s immense scale and complex structure from all sides, creating a profound atmosphere of tranquility, natural grandeur, and quiet awe.", + "seed": 7190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_13/index_9001_seed_7190_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13258187063038349, + "vlm_logprob": -0.13258187063038349, + "vlm_yes_no_margin": 2.6999999940395356, + "vlm_token_credit": -0.13258187063038349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10160636901855469 + ], + "opposite_logprob_tokens": [ + -2.3516063690185547 + ], + "logprob_reward": -0.10160636901855469, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10160636901855469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265024095773697, + 0.1447034478187561, + 0.162718266248703, + 0.10368933528661728, + 0.2253503054380417, + 0.04776597395539284, + 0.048468805849552155, + 0.05921934172511101, + 0.024830510839819908, + 0.056751612573862076 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.10160636901855469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060694806277752 + ], + "opposite_logprob_tokens": [ + -3.8956069946289062 + ], + "logprob_reward": -0.02060694806277752, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060694806277752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09539414197206497, + 0.28945350646972656, + 0.05804071202874184, + 0.11124145984649658, + 0.20390604436397552, + 0.06006620451807976, + 0.06274303048849106, + 0.051321376115083694, + 0.034679241478443146, + 0.03315432742238045 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.02060694806277752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081898242235184 + ], + "opposite_logprob_tokens": [ + -3.1680819988250732 + ], + "logprob_reward": -0.043081898242235184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081898242235184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12556955218315125, + 0.3150481581687927, + 0.17627377808094025, + 0.05388058349490166, + 0.05324224382638931, + 0.1099865660071373, + 0.07284482568502426, + 0.04331924021244049, + 0.011240793392062187, + 0.038594234734773636 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.043081898242235184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328725904226303 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.02328725904226303, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328725904226303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1054471954703331, + 0.07585718482732773, + 0.13567449152469635, + 0.10842696577310562, + 0.15689896047115326, + 0.05557167902588844, + 0.24021278321743011, + 0.04073232412338257, + 0.036539722234010696, + 0.04463866353034973 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.02328725904226303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow 360-degree arc around the base of a giant eucalyptus tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree's trunk covered in peeling, papery bark with shades of cream, light gray, and ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves sickle-shaped, silver-green, and shimmering with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky a luminous canvas of deep teal fading into soft oranges and pinks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the ground dry and cracked with long, shifting shadows cast by the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47432687878608704 + ], + "opposite_logprob_tokens": [ + -0.9743268489837646 + ], + "logprob_reward": -0.47432687878608704, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47432687878608704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06273026019334793, + 0.08463813364505768, + 0.06369628757238388, + 0.060885827988386154, + 0.2694535553455353, + 0.06012652441859245, + 0.05445466190576553, + 0.27403637766838074, + 0.02677982859313488, + 0.04319854825735092 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.47432687878608704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_tensor([1688, 1688])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_tensor([1688, 1688])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ec55245bbf40714ddc494be024194b8e70fa0063 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_tensor([1688, 1688])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a slightly upward angle, captures the signature warmth and solace of Ghibli animation. At the center of the frame, a young girl, approximately six or seven years old, with ear-length brown bob hair, dances lightly and barefoot across a smooth, light-colored wooden floor. She wears a simple, sleeveless white cotton dress. A carefree smile graces her innocent face, and her bright eyes sparkle with joy. Behind her, a massive electronic screen, covering an entire wall, plays a dynamic, abstract composition of warm orange, soft pink, and gold. Light and shadow flow and blend like watercolors. The screen, the sole source of light in the room, casts a soft glow that envelops the girl. As she twirls, the hem of her white dress gracefully unfurls like petals, casting long, soft shadows across the floor. She opens her arms and her body moves calmly to the imagined melody. Every movement is full of childlike purity and freedom. The whole scene, with saturated and soft colors and hand-painted textures, creates an extremely peaceful, dreamy and healing atmosphere.", + "seed": 25293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_1688_seed_25293_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020066904742270707, + "vlm_logprob": -0.020066904742270707, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.020066904742270707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0171694103628397 + ], + "opposite_logprob_tokens": [ + -4.39216947555542 + ], + "logprob_reward": -0.0171694103628397, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0171694103628397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.195248544216156, + 0.24677573144435883, + 0.05303163453936577, + 0.06885484606027603, + 0.044154975563287735, + 0.051746711134910583, + 0.1009511649608612, + 0.09163881838321686, + 0.09933891147375107, + 0.048258643597364426 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0171694103628397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354439556598663 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354439556598663, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354439556598663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18995362520217896, + 0.1498488485813141, + 0.11223296076059341, + 0.057899974286556244, + 0.06119206175208092, + 0.1020071879029274, + 0.03978382796049118, + 0.10021728277206421, + 0.11060117185115814, + 0.0762629583477974 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026354439556598663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309182986617088 + ], + "opposite_logprob_tokens": [ + -3.1680917739868164 + ], + "logprob_reward": -0.04309182986617088, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309182986617088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15883716940879822, + 0.2560090720653534, + 0.2625385820865631, + 0.04616518318653107, + 0.03632047399878502, + 0.041908808052539825, + 0.025220094248652458, + 0.06236288323998451, + 0.047165293246507645, + 0.06347240507602692 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04309182986617088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011805477552115917 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011805477552115917, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011805477552115917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17799848318099976, + 0.11498379707336426, + 0.11239633709192276, + 0.15833915770053864, + 0.11677801609039307, + 0.09818271547555923, + 0.057034969329833984, + 0.04931080341339111, + 0.078544482588768, + 0.036431241780519485 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0011805477552115917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22908952832221985, + 0.2878570556640625, + 0.13969513773918152, + 0.07474180310964584, + 0.035204313695430756, + 0.053287629038095474, + 0.04188524931669235, + 0.04068143665790558, + 0.05642149597406387, + 0.04113638028502464 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012538296170532703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, captures the signature warmth and solace of Ghibli animation. At the center of the frame, a young girl, approximately six or seven years old, with ear-length brown bob hair, dances lightly and barefoot across a smooth, light-colored wooden floor. She wears a simple, sleeveless white cotton dress. A carefree smile graces her innocent face, and her bright eyes sparkle with joy. Behind her, a massive electronic screen, covering an entire wall, plays a dynamic, abstract composition of warm orange, soft pink, and gold. Light and shadow flow and blend like watercolors. The screen, the sole source of light in the room, casts a soft glow that envelops the girl. As she twirls, the hem of her white dress gracefully unfurls like petals, casting long, soft shadows across the floor. She opens her arms and her body moves calmly to the imagined melody. Every movement is full of childlike purity and freedom. The whole scene, with saturated and soft colors and hand-painted textures, creates an extremely peaceful, dreamy and healing atmosphere.", + "seed": 25294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_1688_seed_25294_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015371402795426547, + "vlm_logprob": -0.015371402795426547, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.015371402795426547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03773323819041252 + ], + "opposite_logprob_tokens": [ + -3.412733316421509 + ], + "logprob_reward": -0.03773323819041252, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03773323819041252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11176802217960358, + 0.10580609738826752, + 0.2486356794834137, + 0.1121685579419136, + 0.05379607528448105, + 0.07931240648031235, + 0.06581180542707443, + 0.029384667053818703, + 0.08384822309017181, + 0.109468474984169 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.03773323819041252 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361985132098198 + ], + "opposite_logprob_tokens": [ + -3.6513619422912598 + ], + "logprob_reward": -0.026361985132098198, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361985132098198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2384616881608963, + 0.09589043259620667, + 0.06456660479307175, + 0.06351085752248764, + 0.08815763145685196, + 0.09528371691703796, + 0.058110229671001434, + 0.026504119858145714, + 0.20448768138885498, + 0.06502702087163925 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.026361985132098198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036188371013849974 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036188371013849974, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036188371013849974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2919180691242218, + 0.07745552062988281, + 0.02428191341459751, + 0.013763338327407837, + 0.07231906801462173, + 0.23058831691741943, + 0.07119988650083542, + 0.021414892747998238, + 0.12008534371852875, + 0.07697358727455139 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0036188371013849974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1785847544670105, + 0.0716790184378624, + 0.04197610169649124, + 0.05176034942269325, + 0.027947386726737022, + 0.06146471947431564, + 0.01849927008152008, + 0.06345508247613907, + 0.2424667328596115, + 0.24216662347316742 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0015141224721446633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1897295117378235, + 0.08997134119272232, + 0.05777834728360176, + 0.04884207248687744, + 0.09028971940279007, + 0.13652008771896362, + 0.03494127094745636, + 0.041197679936885834, + 0.2146279662847519, + 0.09610201418399811 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007628831081092358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, captures the signature warmth and solace of Ghibli animation. At the center of the frame, a young girl, approximately six or seven years old, with ear-length brown bob hair, dances lightly and barefoot across a smooth, light-colored wooden floor. She wears a simple, sleeveless white cotton dress. A carefree smile graces her innocent face, and her bright eyes sparkle with joy. Behind her, a massive electronic screen, covering an entire wall, plays a dynamic, abstract composition of warm orange, soft pink, and gold. Light and shadow flow and blend like watercolors. The screen, the sole source of light in the room, casts a soft glow that envelops the girl. As she twirls, the hem of her white dress gracefully unfurls like petals, casting long, soft shadows across the floor. She opens her arms and her body moves calmly to the imagined melody. Every movement is full of childlike purity and freedom. The whole scene, with saturated and soft colors and hand-painted textures, creates an extremely peaceful, dreamy and healing atmosphere.", + "seed": 25295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_1688_seed_25295_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016530992393381894, + "vlm_logprob": -0.016530992393381894, + "vlm_yes_no_margin": 4.599999952316284, + "vlm_token_credit": -0.016530992393381894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02282257005572319 + ], + "opposite_logprob_tokens": [ + -4.022822380065918 + ], + "logprob_reward": -0.02282257005572319, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.02282257005572319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49674883484840393, + 0.08009324967861176, + 0.11026549339294434, + 0.06528961658477783, + 0.031123660504817963, + 0.03774828836321831, + 0.06347919255495071, + 0.04714648425579071, + 0.037470657378435135, + 0.030634475871920586 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02282257005572319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560310773551464 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560310773551464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560310773551464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30892637372016907, + 0.15339533984661102, + 0.1440456062555313, + 0.045637477189302444, + 0.01996861957013607, + 0.08565549552440643, + 0.03702400252223015, + 0.047590725123882294, + 0.08700086921453476, + 0.0707555040717125 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012560310773551464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038127824664115906 + ], + "opposite_logprob_tokens": [ + -3.288127899169922 + ], + "logprob_reward": -0.038127824664115906, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038127824664115906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22619448602199554, + 0.15633858740329742, + 0.1092069000005722, + 0.057511117309331894, + 0.05707854405045509, + 0.12424904108047485, + 0.13630235195159912, + 0.04716890677809715, + 0.028581295162439346, + 0.05736876279115677 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.038127824664115906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015143604250624776 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015143604250624776, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015143604250624776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.317482054233551, + 0.15718375146389008, + 0.15920883417129517, + 0.08530497550964355, + 0.045784205198287964, + 0.03738515451550484, + 0.025974685326218605, + 0.09538143128156662, + 0.05187520012259483, + 0.024419650435447693 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0015143604250624776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29083770513534546, + 0.11230818927288055, + 0.13167697191238403, + 0.09769892692565918, + 0.03751932829618454, + 0.063117116689682, + 0.06846385449171066, + 0.08970722556114197, + 0.08202619105577469, + 0.02664443850517273 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0076298960484564304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a slightly upward angle, captures the signature warmth and solace of Ghibli animation. At the center of the frame, a young girl, approximately six or seven years old, with ear-length brown bob hair, dances lightly and barefoot across a smooth, light-colored wooden floor. She wears a simple, sleeveless white cotton dress. A carefree smile graces her innocent face, and her bright eyes sparkle with joy. Behind her, a massive electronic screen, covering an entire wall, plays a dynamic, abstract composition of warm orange, soft pink, and gold. Light and shadow flow and blend like watercolors. The screen, the sole source of light in the room, casts a soft glow that envelops the girl. As she twirls, the hem of her white dress gracefully unfurls like petals, casting long, soft shadows across the floor. She opens her arms and her body moves calmly to the imagined melody. Every movement is full of childlike purity and freedom. The whole scene, with saturated and soft colors and hand-painted textures, creates an extremely peaceful, dreamy and healing atmosphere.", + "seed": 25296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_14/index_1688_seed_25296_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015671580424532296, + "vlm_logprob": -0.015671580424532296, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.015671580424532296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030836159363389015 + ], + "opposite_logprob_tokens": [ + -3.7808361053466797 + ], + "logprob_reward": -0.030836159363389015, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.030836159363389015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16232624650001526, + 0.06518828868865967, + 0.029009945690631866, + 0.03643954545259476, + 0.1662808507680893, + 0.03227270394563675, + 0.03507925197482109, + 0.21511481702327728, + 0.2041250616312027, + 0.05416332930326462 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.030836159363389015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301584646105766 + ], + "opposite_logprob_tokens": [ + -3.773301601409912 + ], + "logprob_reward": -0.023301584646105766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301584646105766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.066370390355587, + 0.018715599551796913, + 0.044962797313928604, + 0.027423180639743805, + 0.02819262631237507, + 0.07064525038003922, + 0.038835056126117706, + 0.464080274105072, + 0.22843028604984283, + 0.012344542890787125 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.023301584646105766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075054183602333 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075054183602333, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075054183602333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863269954919815, + 0.042074136435985565, + 0.03478090092539787, + 0.10778205841779709, + 0.10189034789800644, + 0.040853921324014664, + 0.021072713658213615, + 0.31906986236572266, + 0.12622134387493134, + 0.0199277326464653 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016075054183602333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198066795244813 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.002198066795244813, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198066795244813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1705133616924286, + 0.05708521232008934, + 0.04898581653833389, + 0.03961654752492905, + 0.2764042019844055, + 0.023196440190076828, + 0.059381503611803055, + 0.1633111834526062, + 0.12251545488834381, + 0.038990337401628494 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.002198066795244813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young girl with ear-length brown bob hair wearing a sleeveless white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl dancing barefoot on a smooth, light-colored wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a massive electronic screen covering an entire wall behind the girl displaying warm orange, soft pink, and gold abstract colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the screen serve as the sole source of light, casting a soft glow and long shadows on the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947037134319544 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947037134319544, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947037134319544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2128136157989502, + 0.058866553008556366, + 0.11988063156604767, + 0.02605973184108734, + 0.26196518540382385, + 0.05948415398597717, + 0.05428312346339226, + 0.07386144995689392, + 0.0857972800731659, + 0.046988338232040405 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005947037134319544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_tensor([392, 392])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_tensor([392, 392])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6f639e610463fc78c49daf3fc088803464bb8232 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_tensor([392, 392])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, held at eye level, captures a cardboard air freshener in the shape of a green pine tree, suspended from a thin, white elastic cord looped around a small metal hook behind the car's rearview mirror. Bright, direct sunlight streams through the windshield, illuminating the dust particles in the air and casting the air freshener's sharp shadow onto the dashboard below, while the suburban streetscape outside remains softly out of focus. After a brief, unseen jolt in the vehicle, the air freshener suddenly springs into action, swinging back and forth in a wide, silent, elliptical arc. The camera remains perfectly still, observing the movement gradually and gracefully diminish, each swing becoming smaller until the air freshener slows to a perfectly still stop, hanging perfectly vertically in the quiet, sun-drenched cabin, creating a tranquil, contemplative atmosphere.", + "seed": 19606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_392_seed_19606_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11070530638098716, + "vlm_logprob": -0.11070530638098716, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11070530638098716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02755115181207657 + ], + "opposite_logprob_tokens": [ + -3.6525511741638184 + ], + "logprob_reward": -0.02755115181207657, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02755115181207657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.181045800447464, + 0.13828101754188538, + 0.11908122897148132, + 0.06932739168405533, + 0.14247816801071167, + 0.0768047645688057, + 0.0939774215221405, + 0.10192503035068512, + 0.04178043082356453, + 0.03529868274927139 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02755115181207657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033738210797309875 + ], + "opposite_logprob_tokens": [ + -3.408738136291504 + ], + "logprob_reward": -0.033738210797309875, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033738210797309875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3664107322692871, + 0.13980060815811157, + 0.12557117640972137, + 0.10610628128051758, + 0.06235770136117935, + 0.0324661023914814, + 0.042204901576042175, + 0.029278529807925224, + 0.04649926722049713, + 0.04930465295910835 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.033738210797309875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430804118514061 + ], + "opposite_logprob_tokens": [ + -3.1680803298950195 + ], + "logprob_reward": -0.0430804118514061, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430804118514061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3397418260574341, + 0.12338379770517349, + 0.10589448362588882, + 0.09572135657072067, + 0.10905855149030685, + 0.05415737256407738, + 0.03935740143060684, + 0.04459037631750107, + 0.049553170800209045, + 0.03854165971279144 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0430804118514061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37203145027160645, + 0.07170296460390091, + 0.14051589369773865, + 0.1812228560447693, + 0.027602430433034897, + 0.025445353239774704, + 0.03891044855117798, + 0.07014786452054977, + 0.04887808859348297, + 0.02354261837899685 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710376620292664 + ], + "opposite_logprob_tokens": [ + -1.137103796005249 + ], + "logprob_reward": -0.38710376620292664, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710376620292664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3487834930419922, + 0.07666146010160446, + 0.15748322010040283, + 0.08336570858955383, + 0.049146994948387146, + 0.05913731828331947, + 0.06022186949849129, + 0.03919503837823868, + 0.07681101560592651, + 0.04919390007853508 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.38710376620292664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, captures a cardboard air freshener in the shape of a green pine tree, suspended from a thin, white elastic cord looped around a small metal hook behind the car's rearview mirror. Bright, direct sunlight streams through the windshield, illuminating the dust particles in the air and casting the air freshener's sharp shadow onto the dashboard below, while the suburban streetscape outside remains softly out of focus. After a brief, unseen jolt in the vehicle, the air freshener suddenly springs into action, swinging back and forth in a wide, silent, elliptical arc. The camera remains perfectly still, observing the movement gradually and gracefully diminish, each swing becoming smaller until the air freshener slows to a perfectly still stop, hanging perfectly vertically in the quiet, sun-drenched cabin, creating a tranquil, contemplative atmosphere.", + "seed": 19607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_392_seed_19607_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2130016203969717, + "vlm_logprob": -0.2130016203969717, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2130016203969717, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024217383936047554 + ], + "opposite_logprob_tokens": [ + -3.774217367172241 + ], + "logprob_reward": -0.024217383936047554, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024217383936047554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10860631614923477, + 0.04575461894273758, + 0.13412047922611237, + 0.035186100751161575, + 0.18083445727825165, + 0.12507593631744385, + 0.11753824353218079, + 0.12897348403930664, + 0.027026530355215073, + 0.09688383340835571 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.024217383936047554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822852462530136 + ], + "opposite_logprob_tokens": [ + -3.529822826385498 + ], + "logprob_reward": -0.029822852462530136, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822852462530136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0951804667711258, + 0.1096111312508583, + 0.07333845645189285, + 0.04892634600400925, + 0.20830027759075165, + 0.09200243651866913, + 0.1565076857805252, + 0.10176358371973038, + 0.07157715409994125, + 0.04279249534010887 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.029822852462530136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38727569580078125, + 0.042556896805763245, + 0.03040776401758194, + 0.03484340384602547, + 0.17635835707187653, + 0.1600126326084137, + 0.05792028456926346, + 0.047794409096241, + 0.04093746468424797, + 0.021893078461289406 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581139251589775 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581139251589775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581139251589775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20034009218215942, + 0.15001517534255981, + 0.10694839060306549, + 0.042522989213466644, + 0.11949839442968369, + 0.1212695986032486, + 0.07769515365362167, + 0.036916155368089676, + 0.03124801628291607, + 0.11354602128267288 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.020581139251589775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743093252182007 + ], + "opposite_logprob_tokens": [ + -0.4743092954158783 + ], + "logprob_reward": -0.9743093252182007, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743093252182007, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13805489242076874, + 0.08731426298618317, + 0.11063080281019211, + 0.043901801109313965, + 0.1260901540517807, + 0.14737361669540405, + 0.09096412360668182, + 0.034849829971790314, + 0.18300817906856537, + 0.03781231865286827 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.9743093252182007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, medium shot, held at eye level, captures a cardboard air freshener in the shape of a green pine tree, suspended from a thin, white elastic cord looped around a small metal hook behind the car's rearview mirror. Bright, direct sunlight streams through the windshield, illuminating the dust particles in the air and casting the air freshener's sharp shadow onto the dashboard below, while the suburban streetscape outside remains softly out of focus. After a brief, unseen jolt in the vehicle, the air freshener suddenly springs into action, swinging back and forth in a wide, silent, elliptical arc. The camera remains perfectly still, observing the movement gradually and gracefully diminish, each swing becoming smaller until the air freshener slows to a perfectly still stop, hanging perfectly vertically in the quiet, sun-drenched cabin, creating a tranquil, contemplative atmosphere.", + "seed": 19608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_392_seed_19608_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15353664346039295, + "vlm_logprob": -0.15353664346039295, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.15353664346039295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015724124386906624 + ], + "opposite_logprob_tokens": [ + -4.265724182128906 + ], + "logprob_reward": -0.015724124386906624, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015724124386906624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.275454044342041, + 0.24220480024814606, + 0.14561739563941956, + 0.07352413982152939, + 0.04351450502872467, + 0.03546664118766785, + 0.06471886485815048, + 0.059799566864967346, + 0.022672047838568687, + 0.0370279997587204 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.015724124386906624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314278572797775 + ], + "opposite_logprob_tokens": [ + -3.7733142375946045 + ], + "logprob_reward": -0.023314278572797775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314278572797775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8112046122550964, + 0.0664011612534523, + 0.030113590881228447, + 0.018618393689393997, + 0.011773798614740372, + 0.004571380093693733, + 0.026528434827923775, + 0.014210673049092293, + 0.007184160873293877, + 0.009393895044922829 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023314278572797775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062075175344944 + ], + "opposite_logprob_tokens": [ + -2.812075138092041 + ], + "logprob_reward": -0.062075175344944, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062075175344944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9195954203605652, + 0.021721625700592995, + 0.027253806591033936, + 0.00646338751539588, + 0.004991522524505854, + 0.005897229537367821, + 0.004652370233088732, + 0.004130782093852758, + 0.0030208604875952005, + 0.0022729625925421715 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.062075175344944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.61297607421875, + 0.19910992681980133, + 0.05447957664728165, + 0.05294914171099663, + 0.028831392526626587, + 0.009866365231573582, + 0.015060813166201115, + 0.008218416012823582, + 0.009498811326920986, + 0.009009458124637604 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03370075300335884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328688859939575 + ], + "opposite_logprob_tokens": [ + -0.7578688859939575 + ], + "logprob_reward": -0.6328688859939575, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328688859939575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5677298307418823, + 0.2940606474876404, + 0.0334697961807251, + 0.022807655856013298, + 0.008453475311398506, + 0.015498626045882702, + 0.01648567244410515, + 0.016936974599957466, + 0.014433911070227623, + 0.010123399086296558 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.6328688859939575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, captures a cardboard air freshener in the shape of a green pine tree, suspended from a thin, white elastic cord looped around a small metal hook behind the car's rearview mirror. Bright, direct sunlight streams through the windshield, illuminating the dust particles in the air and casting the air freshener's sharp shadow onto the dashboard below, while the suburban streetscape outside remains softly out of focus. After a brief, unseen jolt in the vehicle, the air freshener suddenly springs into action, swinging back and forth in a wide, silent, elliptical arc. The camera remains perfectly still, observing the movement gradually and gracefully diminish, each swing becoming smaller until the air freshener slows to a perfectly still stop, hanging perfectly vertically in the quiet, sun-drenched cabin, creating a tranquil, contemplative atmosphere.", + "seed": 19609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_15/index_392_seed_19609_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22507871612906455, + "vlm_logprob": -0.22507871612906455, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.22507871612906455, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024643275886774063 + ], + "opposite_logprob_tokens": [ + -3.7746431827545166 + ], + "logprob_reward": -0.024643275886774063, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024643275886774063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.260870099067688, + 0.013205193914473057, + 0.009668833576142788, + 0.026259977370500565, + 0.03217993676662445, + 0.013042923994362354, + 0.4503481984138489, + 0.026729416102170944, + 0.06661354750394821, + 0.10108190774917603 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.024643275886774063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821364276111126 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.01821364276111126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821364276111126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047588907182216644, + 0.015039047226309776, + 0.019898487254977226, + 0.016570229083299637, + 0.015380647033452988, + 0.01443169079720974, + 0.6520161628723145, + 0.009768926538527012, + 0.06325451284646988, + 0.14605136215686798 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.01821364276111126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549009174108505 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012549009174108505, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549009174108505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3114188611507416, + 0.046388473361730576, + 0.040630195289850235, + 0.06224571540951729, + 0.11067508161067963, + 0.016230031847953796, + 0.3440828025341034, + 0.011429461650550365, + 0.020136838778853416, + 0.0367625392973423 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.012549009174108505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05815962329506874, + 0.01713566482067108, + 0.02205956168472767, + 0.02162499912083149, + 0.010003111325204372, + 0.01636732928454876, + 0.6040306687355042, + 0.04612351581454277, + 0.021527517586946487, + 0.18296802043914795 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.01607024483382702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cardboard air freshener shaped like a green pine tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the air freshener suspended from a thin white elastic cord looped around a small metal hook behind the rearview mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does bright direct sunlight stream through the windshield, illuminating dust particles and casting a sharp shadow on the dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the air freshener swing in a wide elliptical arc after a jolt and gradually slow down to a vertical stop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly still throughout the shot while the air freshener moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053917407989502 + ], + "opposite_logprob_tokens": [ + -0.42891743779182434 + ], + "logprob_reward": -1.053917407989502, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053917407989502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.47343653440475464, + 0.02499457821249962, + 0.10325510054826736, + 0.02312874048948288, + 0.04465560242533684, + 0.02545272745192051, + 0.11371748149394989, + 0.03036738932132721, + 0.020008737221360207, + 0.14098317921161652 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -1.053917407989502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_tensor([5467, 5467])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_tensor([5467, 5467])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0682d482af9b06ffabd51bed35e838789d22cfe6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_tensor([5467, 5467])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "documentary-style shot begins with a close-up of a closed laptop, resting on a dark wood desk in absolute silence. Suddenly, the screen illuminates, emitting a brilliant, cool white glow, faintly glimmering with complex lines of code. Then, the keyboard backlighting softly, with a breathing rhythm, illuminates the edges of each keycap and the letters with a soft cyan glow. These two lights, the only source of light in the dark room, cast sharp, clear reflections on the smooth surface and outline the cool contours of the laptop's space-gray metal casing. Meanwhile, the camera slowly and steadily pulls back, gradually revealing a wider scene: a glass water cup, shimmering with refracted light, sits next to the laptop, along with the blurred silhouette of a simple black office chair. The entire scene is enveloped in an atmosphere of intense concentration, almost detached tranquility.", + "seed": 30570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_5467_seed_30570_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06063143089413643, + "vlm_logprob": -0.06063143089413643, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.06063143089413643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054542478173971176 + ], + "opposite_logprob_tokens": [ + -3.0545425415039062 + ], + "logprob_reward": -0.054542478173971176, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.054542478173971176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3845336139202118, + 0.09644343703985214, + 0.03233286365866661, + 0.0715353786945343, + 0.08158892393112183, + 0.0808924064040184, + 0.025837907567620277, + 0.048936307430267334, + 0.06798957288265228, + 0.10990960150957108 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.054542478173971176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038147903978824615 + ], + "opposite_logprob_tokens": [ + -3.2881479263305664 + ], + "logprob_reward": -0.038147903978824615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038147903978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282007247209549, + 0.07663993537425995, + 0.03214583545923233, + 0.027395643293857574, + 0.0478416383266449, + 0.04276205971837044, + 0.056185003370046616, + 0.11300534009933472, + 0.2716195583343506, + 0.2042042762041092 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.038147903978824615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868089407682419 + ], + "opposite_logprob_tokens": [ + -3.0486807823181152 + ], + "logprob_reward": -0.04868089407682419, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868089407682419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2647029161453247, + 0.04226848483085632, + 0.03299334645271301, + 0.08629213273525238, + 0.09733142703771591, + 0.09683159738779068, + 0.1746385246515274, + 0.11462713778018951, + 0.035597484558820724, + 0.054716937243938446 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.04868089407682419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2710973620414734, + 0.029429787769913673, + 0.028715070337057114, + 0.12154383212327957, + 0.07009914517402649, + 0.048658885061740875, + 0.07778860628604889, + 0.14101044833660126, + 0.06029195338487625, + 0.15136490762233734 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11312292516231537 + ], + "opposite_logprob_tokens": [ + -2.2381229400634766 + ], + "logprob_reward": -0.11312292516231537, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11312292516231537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27263936400413513, + 0.05314590036869049, + 0.09217983484268188, + 0.0624365359544754, + 0.09076541662216187, + 0.08278261870145798, + 0.10366597771644592, + 0.15821808576583862, + 0.03377208113670349, + 0.050394147634506226 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.11312292516231537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "documentary-style shot begins with a close-up of a closed laptop, resting on a dark wood desk in absolute silence. Suddenly, the screen illuminates, emitting a brilliant, cool white glow, faintly glimmering with complex lines of code. Then, the keyboard backlighting softly, with a breathing rhythm, illuminates the edges of each keycap and the letters with a soft cyan glow. These two lights, the only source of light in the dark room, cast sharp, clear reflections on the smooth surface and outline the cool contours of the laptop's space-gray metal casing. Meanwhile, the camera slowly and steadily pulls back, gradually revealing a wider scene: a glass water cup, shimmering with refracted light, sits next to the laptop, along with the blurred silhouette of a simple black office chair. The entire scene is enveloped in an atmosphere of intense concentration, almost detached tranquility.", + "seed": 30571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_5467_seed_30571_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1768856154754758, + "vlm_logprob": -0.1768856154754758, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.1768856154754758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35086485743522644 + ], + "opposite_logprob_tokens": [ + -1.2258648872375488 + ], + "logprob_reward": -0.35086485743522644, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35086485743522644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26828303933143616, + 0.08333434909582138, + 0.03821264207363129, + 0.22615240514278412, + 0.0496843159198761, + 0.09333732724189758, + 0.03838574141263962, + 0.023350732401013374, + 0.09922900050878525, + 0.08003047108650208 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.35086485743522644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374950587749481 + ], + "opposite_logprob_tokens": [ + -3.408749580383301 + ], + "logprob_reward": -0.03374950587749481, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374950587749481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37457096576690674, + 0.1741470992565155, + 0.022306077182292938, + 0.05344869941473007, + 0.09292466938495636, + 0.06853479146957397, + 0.03827594593167305, + 0.01636948250234127, + 0.10814663767814636, + 0.051275696605443954 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03374950587749481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208715960383415 + ], + "opposite_logprob_tokens": [ + -2.812087059020996 + ], + "logprob_reward": -0.06208715960383415, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208715960383415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3330802619457245, + 0.04023730009794235, + 0.03248326852917671, + 0.04079030081629753, + 0.034739989787340164, + 0.053587302565574646, + 0.06770050525665283, + 0.032918740063905716, + 0.050860676914453506, + 0.31360167264938354 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.06208715960383415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643713779747486 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643713779747486, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643713779747486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3036034107208252, + 0.04460563883185387, + 0.034676387906074524, + 0.03727046772837639, + 0.03399226814508438, + 0.04230789840221405, + 0.021635863929986954, + 0.01864548958837986, + 0.08887901157140732, + 0.3743835985660553 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.008643713779747486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42908284068107605 + ], + "opposite_logprob_tokens": [ + -1.0540828704833984 + ], + "logprob_reward": -0.42908284068107605, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42908284068107605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34667232632637024, + 0.066765196621418, + 0.12985840439796448, + 0.11625700443983078, + 0.07256902009248734, + 0.06781523674726486, + 0.0398508720099926, + 0.026298537850379944, + 0.03222482651472092, + 0.10168862342834473 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.42908284068107605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "documentary-style shot begins with a close-up of a closed laptop, resting on a dark wood desk in absolute silence. Suddenly, the screen illuminates, emitting a brilliant, cool white glow, faintly glimmering with complex lines of code. Then, the keyboard backlighting softly, with a breathing rhythm, illuminates the edges of each keycap and the letters with a soft cyan glow. These two lights, the only source of light in the dark room, cast sharp, clear reflections on the smooth surface and outline the cool contours of the laptop's space-gray metal casing. Meanwhile, the camera slowly and steadily pulls back, gradually revealing a wider scene: a glass water cup, shimmering with refracted light, sits next to the laptop, along with the blurred silhouette of a simple black office chair. The entire scene is enveloped in an atmosphere of intense concentration, almost detached tranquility.", + "seed": 30572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_5467_seed_30572_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13280297070741653, + "vlm_logprob": -0.13280297070741653, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.13280297070741653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08729428052902222 + ], + "opposite_logprob_tokens": [ + -2.587294340133667 + ], + "logprob_reward": -0.08729428052902222, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08729428052902222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13657718896865845, + 0.4089791774749756, + 0.04610755667090416, + 0.05094088241457939, + 0.0349271260201931, + 0.054899558424949646, + 0.07346294075250626, + 0.13074199855327606, + 0.02585640363395214, + 0.03750715032219887 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.08729428052902222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487301766872406 + ], + "opposite_logprob_tokens": [ + -1.223730206489563 + ], + "logprob_reward": -0.3487301766872406, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487301766872406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16006459295749664, + 0.35406064987182617, + 0.03216734901070595, + 0.05936509743332863, + 0.06248563900589943, + 0.06576070189476013, + 0.05369219556450844, + 0.09585762023925781, + 0.0533490926027298, + 0.06319703906774521 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.3487301766872406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374570235610008 + ], + "opposite_logprob_tokens": [ + -3.408745765686035 + ], + "logprob_reward": -0.03374570235610008, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374570235610008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16388799250125885, + 0.2656240463256836, + 0.04603968933224678, + 0.04612939432263374, + 0.18639694154262543, + 0.06043368950486183, + 0.10367275029420853, + 0.06652146577835083, + 0.03570647910237312, + 0.025587499141693115 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.03374570235610008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420646533370018 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.01420646533370018, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420646533370018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04647422209382057, + 0.43619367480278015, + 0.04041421040892601, + 0.030454037711024284, + 0.09531889110803604, + 0.05874205753207207, + 0.06420936435461044, + 0.035990532487630844, + 0.0639634057879448, + 0.12823960185050964 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.01420646533370018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800382286310196 + ], + "opposite_logprob_tokens": [ + -1.8050382137298584 + ], + "logprob_reward": -0.1800382286310196, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800382286310196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17961499094963074, + 0.054935406893491745, + 0.0651949793100357, + 0.05825752764940262, + 0.07148006558418274, + 0.1583908200263977, + 0.1027822494506836, + 0.03121093101799488, + 0.03332467004656792, + 0.2448083460330963 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.1800382286310196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "documentary-style shot begins with a close-up of a closed laptop, resting on a dark wood desk in absolute silence. Suddenly, the screen illuminates, emitting a brilliant, cool white glow, faintly glimmering with complex lines of code. Then, the keyboard backlighting softly, with a breathing rhythm, illuminates the edges of each keycap and the letters with a soft cyan glow. These two lights, the only source of light in the dark room, cast sharp, clear reflections on the smooth surface and outline the cool contours of the laptop's space-gray metal casing. Meanwhile, the camera slowly and steadily pulls back, gradually revealing a wider scene: a glass water cup, shimmering with refracted light, sits next to the laptop, along with the blurred silhouette of a simple black office chair. The entire scene is enveloped in an atmosphere of intense concentration, almost detached tranquility.", + "seed": 30573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_2/index_5467_seed_30573_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10733619555830956, + "vlm_logprob": -0.10733619555830956, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.10733619555830956, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2566777765750885 + ], + "opposite_logprob_tokens": [ + -1.5066777467727661 + ], + "logprob_reward": -0.2566777765750885, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2566777765750885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11140365898609161, + 0.03857249766588211, + 0.14052553474903107, + 0.07170324772596359, + 0.25277912616729736, + 0.15339846909046173, + 0.0925765335559845, + 0.014414642937481403, + 0.031682129949331284, + 0.0929441899061203 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.2566777765750885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062132757157087326 + ], + "opposite_logprob_tokens": [ + -2.8121328353881836 + ], + "logprob_reward": -0.062132757157087326, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062132757157087326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052252259105443954, + 0.07397203147411346, + 0.07304868847131729, + 0.06451975554227829, + 0.3519856035709381, + 0.04709705337882042, + 0.12612375617027283, + 0.04998909309506416, + 0.07807151973247528, + 0.08294026553630829 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.062132757157087326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309616982936859 + ], + "opposite_logprob_tokens": [ + -3.1680960655212402 + ], + "logprob_reward": -0.04309616982936859, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309616982936859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08297257870435715, + 0.15893761813640594, + 0.10283330827951431, + 0.07079903036355972, + 0.17385850846767426, + 0.11959031969308853, + 0.08838462829589844, + 0.05786394327878952, + 0.05243109539151192, + 0.0923290103673935 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.04309616982936859 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420411467552185 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.01420411467552185, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420411467552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11582807451486588, + 0.1110461950302124, + 0.020843764767050743, + 0.21558785438537598, + 0.26033684611320496, + 0.025392752140760422, + 0.05937753617763519, + 0.023123111575841904, + 0.03380401432514191, + 0.13465985655784607 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.01420411467552185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a closed laptop resting on a dark wood desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the laptop screen illuminate with a brilliant cool white glow displaying lines of code?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the keyboard backlighting emit a soft cyan glow with a breathing rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pull back to reveal a glass water cup and a blurred black office chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the laptop casing described as space-gray metal with sharp reflections on the desk surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605701595544815 + ], + "opposite_logprob_tokens": [ + -1.9105701446533203 + ], + "logprob_reward": -0.1605701595544815, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605701595544815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14517997205257416, + 0.03755848482251167, + 0.08358091115951538, + 0.2703033983707428, + 0.1294822245836258, + 0.0472273975610733, + 0.13708695769309998, + 0.043939340859651566, + 0.05506201088428497, + 0.050579313188791275 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.1605701595544815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_tensor([123, 123])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_tensor([123, 123])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f4bdada6a2a43a3053db29fa200f98ec23acadf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_tensor([123, 123])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking low-angle tracking shot follows a vintage steam train as it races at breakneck speed across a vast, snow-covered wilderness. The train's massive, black steel body reflects a sharp light in the cool, bright winter sun, its rivets and connecting rods trembling slightly at its high speed. Its massive red drive wheels churn along the tracks with thunderous force, violently kicking back the pure, white, soft snow on either side, creating a spectacular white trail of ice crystals and powder that nearly engulfs the lower half of the train. Meanwhile, towering chimneys belch thick, dark-gray smoke streaked with fiery sparks, rising in a biting wind, a stark contrast to the pristine blue sky. The intense contrast of black, white, and red imbues the image with a sense of immense power and raw industrial brutality, creating a powerful, unstoppable, conquering atmosphere.", + "seed": 21722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_123_seed_21722_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.059655914176255466, + "vlm_logprob": -0.059655914176255466, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.059655914176255466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02276034653186798 + ], + "opposite_logprob_tokens": [ + -3.8977603912353516 + ], + "logprob_reward": -0.02276034653186798, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02276034653186798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10598324239253998, + 0.06990332901477814, + 0.049801137298345566, + 0.09718511253595352, + 0.2686363160610199, + 0.08831773698329926, + 0.06091849133372307, + 0.047923725098371506, + 0.13430243730545044, + 0.07702852785587311 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02276034653186798 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555933892726898 + ], + "opposite_logprob_tokens": [ + -1.6005593538284302 + ], + "logprob_reward": -0.22555933892726898, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555933892726898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3108140230178833, + 0.035504695028066635, + 0.0739060640335083, + 0.06736687570810318, + 0.21414636075496674, + 0.048147495836019516, + 0.03463879972696304, + 0.016829323023557663, + 0.1668122410774231, + 0.03183409571647644 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.22555933892726898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39694881439208984, + 0.04211491718888283, + 0.06621482223272324, + 0.05891287326812744, + 0.16358855366706848, + 0.034941818565130234, + 0.04258037731051445, + 0.03130412846803665, + 0.12356511503458023, + 0.039828620851039886 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4613415002822876, + 0.08117552101612091, + 0.03335733339190483, + 0.08014954626560211, + 0.06271566450595856, + 0.06890790909528732, + 0.026449114084243774, + 0.03940007463097572, + 0.057687580585479736, + 0.08881572633981705 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.008638986386358738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033684615045785904 + ], + "opposite_logprob_tokens": [ + -3.408684730529785 + ], + "logprob_reward": -0.033684615045785904, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033684615045785904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532195806503296, + 0.05958108976483345, + 0.0876382365822792, + 0.07726684212684631, + 0.05844207480549812, + 0.1201385036110878, + 0.054613929241895676, + 0.07199868559837341, + 0.24696971476078033, + 0.0701313316822052 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.033684615045785904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows a vintage steam train as it races at breakneck speed across a vast, snow-covered wilderness. The train's massive, black steel body reflects a sharp light in the cool, bright winter sun, its rivets and connecting rods trembling slightly at its high speed. Its massive red drive wheels churn along the tracks with thunderous force, violently kicking back the pure, white, soft snow on either side, creating a spectacular white trail of ice crystals and powder that nearly engulfs the lower half of the train. Meanwhile, towering chimneys belch thick, dark-gray smoke streaked with fiery sparks, rising in a biting wind, a stark contrast to the pristine blue sky. The intense contrast of black, white, and red imbues the image with a sense of immense power and raw industrial brutality, creating a powerful, unstoppable, conquering atmosphere.", + "seed": 21723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_123_seed_21723_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018979761423543094, + "vlm_logprob": -0.018979761423543094, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.018979761423543094, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045202188193798065 + ], + "opposite_logprob_tokens": [ + -3.1702022552490234 + ], + "logprob_reward": -0.045202188193798065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045202188193798065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14955522119998932, + 0.33268922567367554, + 0.17369943857192993, + 0.06294920295476913, + 0.09071521461009979, + 0.06337165832519531, + 0.025872932747006416, + 0.05011627450585365, + 0.02018994465470314, + 0.030840838328003883 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.045202188193798065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635025978088379 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.02635025978088379, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635025978088379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07516555488109589, + 0.019587162882089615, + 0.13416822254657745, + 0.09853478521108627, + 0.1639011800289154, + 0.1071997582912445, + 0.035247646272182465, + 0.043275102972984314, + 0.21062253415584564, + 0.11229806393384933 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.02635025978088379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196489764377475 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196489764377475, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196489764377475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09521433711051941, + 0.10966773331165314, + 0.06664036214351654, + 0.09799734503030777, + 0.12141572684049606, + 0.1254400908946991, + 0.07371708750724792, + 0.14306218922138214, + 0.07704325020313263, + 0.0898018628358841 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.003196489764377475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092176910489798 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092176910489798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092176910489798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053335707634687424, + 0.07900067418813705, + 0.05599885806441307, + 0.08698578178882599, + 0.3040355145931244, + 0.15532109141349792, + 0.06695491075515747, + 0.039748236536979675, + 0.048855509608983994, + 0.10976368933916092 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.004092176910489798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605769246816635 + ], + "opposite_logprob_tokens": [ + -4.14105749130249 + ], + "logprob_reward": -0.01605769246816635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605769246816635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0701865628361702, + 0.0877741128206253, + 0.043014656752347946, + 0.0751379206776619, + 0.10447271168231964, + 0.1068149209022522, + 0.08879997581243515, + 0.07978010177612305, + 0.26666200160980225, + 0.0773569792509079 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.01605769246816635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows a vintage steam train as it races at breakneck speed across a vast, snow-covered wilderness. The train's massive, black steel body reflects a sharp light in the cool, bright winter sun, its rivets and connecting rods trembling slightly at its high speed. Its massive red drive wheels churn along the tracks with thunderous force, violently kicking back the pure, white, soft snow on either side, creating a spectacular white trail of ice crystals and powder that nearly engulfs the lower half of the train. Meanwhile, towering chimneys belch thick, dark-gray smoke streaked with fiery sparks, rising in a biting wind, a stark contrast to the pristine blue sky. The intense contrast of black, white, and red imbues the image with a sense of immense power and raw industrial brutality, creating a powerful, unstoppable, conquering atmosphere.", + "seed": 21724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_123_seed_21724_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01989482524804771, + "vlm_logprob": -0.01989482524804771, + "vlm_yes_no_margin": 4.224999952316284, + "vlm_token_credit": -0.01989482524804771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022089393809437752 + ], + "opposite_logprob_tokens": [ + -3.8970894813537598 + ], + "logprob_reward": -0.022089393809437752, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022089393809437752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3659489154815674, + 0.06555347889661789, + 0.12989646196365356, + 0.020594174042344093, + 0.09577041864395142, + 0.09650851786136627, + 0.08623496443033218, + 0.041218485683202744, + 0.039691127836704254, + 0.05858343467116356 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.022089393809437752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331264689564705 + ], + "opposite_logprob_tokens": [ + -3.773312568664551 + ], + "logprob_reward": -0.02331264689564705, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331264689564705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17513181269168854, + 0.21580743789672852, + 0.1342788189649582, + 0.03589021787047386, + 0.05184788256883621, + 0.10078729689121246, + 0.07514512538909912, + 0.09195812046527863, + 0.07187055051326752, + 0.04728280380368233 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02331264689564705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022033003624528646 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.0022033003624528646, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022033003624528646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2634325325489044, + 0.11004114896059036, + 0.08942097425460815, + 0.048669904470443726, + 0.05803835391998291, + 0.09003676474094391, + 0.11365055292844772, + 0.1602930724620819, + 0.02883540838956833, + 0.03758128732442856 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0022033003624528646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185783177614212 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185783177614212, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185783177614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16815412044525146, + 0.13490912318229675, + 0.15122736990451813, + 0.07935232669115067, + 0.06405562907457352, + 0.13682179152965546, + 0.07862958312034607, + 0.0776948630809784, + 0.03861047700047493, + 0.0705447569489479 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.018185783177614212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368300199508667 + ], + "opposite_logprob_tokens": [ + -3.4086830615997314 + ], + "logprob_reward": -0.03368300199508667, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368300199508667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07274899631738663, + 0.027245324105024338, + 0.06154419481754303, + 0.05279449746012688, + 0.04175124317407608, + 0.07286743074655533, + 0.2520047426223755, + 0.3775317072868347, + 0.019280532374978065, + 0.022231288254261017 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.03368300199508667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle tracking shot follows a vintage steam train as it races at breakneck speed across a vast, snow-covered wilderness. The train's massive, black steel body reflects a sharp light in the cool, bright winter sun, its rivets and connecting rods trembling slightly at its high speed. Its massive red drive wheels churn along the tracks with thunderous force, violently kicking back the pure, white, soft snow on either side, creating a spectacular white trail of ice crystals and powder that nearly engulfs the lower half of the train. Meanwhile, towering chimneys belch thick, dark-gray smoke streaked with fiery sparks, rising in a biting wind, a stark contrast to the pristine blue sky. The intense contrast of black, white, and red imbues the image with a sense of immense power and raw industrial brutality, creating a powerful, unstoppable, conquering atmosphere.", + "seed": 21725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_3/index_123_seed_21725_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.572400088608265, + "vlm_logprob": -0.572400088608265, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.572400088608265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.081069216132164 + ], + "opposite_logprob_tokens": [ + -2.581069231033325 + ], + "logprob_reward": -0.081069216132164, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.081069216132164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15044435858726501, + 0.0541146956384182, + 0.23351158201694489, + 0.10300961881875992, + 0.09899961948394775, + 0.11752146482467651, + 0.04394334554672241, + 0.03742823749780655, + 0.04853176325559616, + 0.11249535530805588 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.081069216132164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5789568424224854 + ], + "opposite_logprob_tokens": [ + -0.07895683497190475 + ], + "logprob_reward": -2.5789568424224854, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5789568424224854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28919023275375366, + 0.1764216423034668, + 0.04457257315516472, + 0.11242736130952835, + 0.15109777450561523, + 0.1113511323928833, + 0.03716633841395378, + 0.024089377373456955, + 0.011685227043926716, + 0.041998252272605896 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -2.5789568424224854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08921393007040024 + ], + "opposite_logprob_tokens": [ + -2.4642138481140137 + ], + "logprob_reward": -0.08921393007040024, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08921393007040024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23316779732704163, + 0.15866202116012573, + 0.0507802739739418, + 0.12814977765083313, + 0.1789647489786148, + 0.10872062295675278, + 0.029424378648400307, + 0.02064168080687523, + 0.05242253094911575, + 0.0390661284327507 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08921393007040024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033740170300006866 + ], + "opposite_logprob_tokens": [ + -3.408740282058716 + ], + "logprob_reward": -0.033740170300006866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033740170300006866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21135826408863068, + 0.14672544598579407, + 0.04181334376335144, + 0.18683494627475739, + 0.10542041808366776, + 0.13746850192546844, + 0.028985552489757538, + 0.028506597504019737, + 0.0448407344520092, + 0.06804610788822174 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.033740170300006866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage steam train with a massive black steel body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed across a vast, snow-covered wilderness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the train's red drive wheels visible churning and kicking up white snow and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do towering chimneys emit thick dark-gray smoke streaked with fiery sparks against a blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot composed as a low-angle tracking shot following the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902028411626816 + ], + "opposite_logprob_tokens": [ + -2.5790202617645264 + ], + "logprob_reward": -0.07902028411626816, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902028411626816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27202337980270386, + 0.15212734043598175, + 0.04036835581064224, + 0.09925677627325058, + 0.09609637409448624, + 0.12262967973947525, + 0.029417410492897034, + 0.0308811217546463, + 0.09740231931209564, + 0.059797149151563644 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.07902028411626816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_tensor([8670, 8670])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_tensor([8670, 8670])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..631e3ab02a92e345bfbf2473543d745e5131b10a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_tensor([8670, 8670])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle shot follows a futuristic mobile device as it atop a steep, monolithic concrete staircase, tilting dramatically downward to follow its movement into a dimly lit, cavernous atrium. The device itself is an engineering marvel, its chassis constructed from matte black carbon fiber and polished titanium alloy, featuring a single, complexly articulated tread system. The entire scene is rendered as a high-speed physics visualization; as the device deliberately rotates downward to begin its descent, the frame is overlaid with glowing holographic data. Bright cyan carriers shoot out from their contact points to illustrate gravity, while a fiery orange motion trail follows its initial arc. As the first articulated tread segment extends and locks onto the edge of the top step, the perspective trembles violently, the impact sending a visible shockwave through the data overlay. Each subsequent micro-adjustment and step is accompanied by another visceral bump of the camera, creating a disorienting yet captivating rhythm of controlled, high-impact descent that conveys a tense and technically aggressive atmosphere.", + "seed": 22663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_8670_seed_22663_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11474528084509075, + "vlm_logprob": -0.11474528084509075, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.11474528084509075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.430262953042984 + ], + "opposite_logprob_tokens": [ + -1.0552629232406616 + ], + "logprob_reward": -0.430262953042984, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.430262953042984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4365517199039459, + 0.06318467110395432, + 0.0536118820309639, + 0.10372650623321533, + 0.06295566260814667, + 0.09099800884723663, + 0.0378345251083374, + 0.02494836039841175, + 0.07550233602523804, + 0.05068625509738922 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.430262953042984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302864283323288 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302864283323288, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302864283323288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6475945115089417, + 0.021790266036987305, + 0.026045462116599083, + 0.022875510156154633, + 0.0657532811164856, + 0.02653926983475685, + 0.014468930661678314, + 0.04198853299021721, + 0.07578128576278687, + 0.057162921875715256 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.023302864283323288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036157488357275724 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036157488357275724, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036157488357275724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37933552265167236, + 0.05803905427455902, + 0.04848341643810272, + 0.08797165006399155, + 0.034533753991127014, + 0.06488751620054245, + 0.06186949461698532, + 0.06116219609975815, + 0.15768522024154663, + 0.04603211581707001 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0036157488357275724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14715982973575592, + 0.09326730668544769, + 0.12695884704589844, + 0.05859111621975899, + 0.0928255021572113, + 0.11435157805681229, + 0.07130497694015503, + 0.03156118467450142, + 0.2149467021226883, + 0.04903298243880272 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0036182431504130363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292659491300583 + ], + "opposite_logprob_tokens": [ + -2.237926483154297 + ], + "logprob_reward": -0.11292659491300583, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292659491300583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3369091749191284, + 0.0365859791636467, + 0.042001497000455856, + 0.07891236245632172, + 0.024792999029159546, + 0.06449972093105316, + 0.04603954404592514, + 0.0682167038321495, + 0.2716905474662781, + 0.030351515859365463 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.11292659491300583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot follows a futuristic mobile device as it atop a steep, monolithic concrete staircase, tilting dramatically downward to follow its movement into a dimly lit, cavernous atrium. The device itself is an engineering marvel, its chassis constructed from matte black carbon fiber and polished titanium alloy, featuring a single, complexly articulated tread system. The entire scene is rendered as a high-speed physics visualization; as the device deliberately rotates downward to begin its descent, the frame is overlaid with glowing holographic data. Bright cyan carriers shoot out from their contact points to illustrate gravity, while a fiery orange motion trail follows its initial arc. As the first articulated tread segment extends and locks onto the edge of the top step, the perspective trembles violently, the impact sending a visible shockwave through the data overlay. Each subsequent micro-adjustment and step is accompanied by another visceral bump of the camera, creating a disorienting yet captivating rhythm of controlled, high-impact descent that conveys a tense and technically aggressive atmosphere.", + "seed": 22664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_8670_seed_22664_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10188872367143631, + "vlm_logprob": -0.10188872367143631, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.10188872367143631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3888503313064575 + ], + "opposite_logprob_tokens": [ + -1.1388503313064575 + ], + "logprob_reward": -0.3888503313064575, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3888503313064575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3248668611049652, + 0.07897653430700302, + 0.08715473115444183, + 0.19765029847621918, + 0.03998996689915657, + 0.05700113624334335, + 0.04485221207141876, + 0.05326860025525093, + 0.0322730652987957, + 0.08396655321121216 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.3888503313064575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788844734430313 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009788844734430313, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788844734430313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16815410554409027, + 0.08817162364721298, + 0.20353898406028748, + 0.060699183493852615, + 0.05364028736948967, + 0.04666483402252197, + 0.15559586882591248, + 0.03292650729417801, + 0.06055561453104019, + 0.13005304336547852 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.009788844734430313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251422990113497 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251422990113497, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251422990113497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10431625694036484, + 0.15001100301742554, + 0.07976692914962769, + 0.14131726324558258, + 0.15797819197177887, + 0.039490677416324615, + 0.09942220151424408, + 0.04100045934319496, + 0.06526511907577515, + 0.1214318722486496 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.005251422990113497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19155028462409973, + 0.04846711829304695, + 0.07338877767324448, + 0.14502647519111633, + 0.045324910432100296, + 0.03074817731976509, + 0.035170819610357285, + 0.04495184123516083, + 0.14368465542793274, + 0.24168695509433746 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.005255098920315504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029792040586472 + ], + "opposite_logprob_tokens": [ + -2.3502979278564453 + ], + "logprob_reward": -0.10029792040586472, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029792040586472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18425573408603668, + 0.0543178915977478, + 0.07590711861848831, + 0.05691980943083763, + 0.042646054178476334, + 0.049436282366514206, + 0.032268982380628586, + 0.05726493149995804, + 0.3173466622829437, + 0.12963655591011047 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.10029792040586472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot follows a futuristic mobile device as it atop a steep, monolithic concrete staircase, tilting dramatically downward to follow its movement into a dimly lit, cavernous atrium. The device itself is an engineering marvel, its chassis constructed from matte black carbon fiber and polished titanium alloy, featuring a single, complexly articulated tread system. The entire scene is rendered as a high-speed physics visualization; as the device deliberately rotates downward to begin its descent, the frame is overlaid with glowing holographic data. Bright cyan carriers shoot out from their contact points to illustrate gravity, while a fiery orange motion trail follows its initial arc. As the first articulated tread segment extends and locks onto the edge of the top step, the perspective trembles violently, the impact sending a visible shockwave through the data overlay. Each subsequent micro-adjustment and step is accompanied by another visceral bump of the camera, creating a disorienting yet captivating rhythm of controlled, high-impact descent that conveys a tense and technically aggressive atmosphere.", + "seed": 22665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_8670_seed_22665_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08031630599871278, + "vlm_logprob": -0.08031630599871278, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08031630599871278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16162505745887756 + ], + "opposite_logprob_tokens": [ + -1.9116250276565552 + ], + "logprob_reward": -0.16162505745887756, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16162505745887756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17624063789844513, + 0.029545355588197708, + 0.17593446373939514, + 0.14080239832401276, + 0.13900607824325562, + 0.05161324515938759, + 0.10001827031373978, + 0.10022548586130142, + 0.05464865639805794, + 0.031965471804142 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.16162505745887756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270606517791748 + ], + "opposite_logprob_tokens": [ + -2.127060651779175 + ], + "logprob_reward": -0.1270606517791748, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270606517791748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11444583535194397, + 0.11453666538000107, + 0.11781873553991318, + 0.26986056566238403, + 0.09134089201688766, + 0.11893000453710556, + 0.04350539296865463, + 0.08137015998363495, + 0.02482924796640873, + 0.023362502455711365 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.1270606517791748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777866303920746 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777866303920746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777866303920746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04113800451159477, + 0.05950316786766052, + 0.10952538996934891, + 0.13747648894786835, + 0.06353762745857239, + 0.26531317830085754, + 0.07076394557952881, + 0.12246072292327881, + 0.05919944494962692, + 0.0710819736123085 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.009777866303920746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028206822462379932 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028206822462379932, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028206822462379932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.281339168548584, + 0.027461206540465355, + 0.2941133379936218, + 0.030072396621108055, + 0.04131539165973663, + 0.09434568136930466, + 0.030884981155395508, + 0.08926617354154587, + 0.06969939917325974, + 0.04150226712226868 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0028206822462379932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029727220535278 + ], + "opposite_logprob_tokens": [ + -2.350297212600708 + ], + "logprob_reward": -0.10029727220535278, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029727220535278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05848945677280426, + 0.04272681102156639, + 0.04857897758483887, + 0.13493965566158295, + 0.08953024446964264, + 0.2951459586620331, + 0.07176830619573593, + 0.09280851483345032, + 0.05371621996164322, + 0.11229591071605682 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.10029727220535278 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot follows a futuristic mobile device as it atop a steep, monolithic concrete staircase, tilting dramatically downward to follow its movement into a dimly lit, cavernous atrium. The device itself is an engineering marvel, its chassis constructed from matte black carbon fiber and polished titanium alloy, featuring a single, complexly articulated tread system. The entire scene is rendered as a high-speed physics visualization; as the device deliberately rotates downward to begin its descent, the frame is overlaid with glowing holographic data. Bright cyan carriers shoot out from their contact points to illustrate gravity, while a fiery orange motion trail follows its initial arc. As the first articulated tread segment extends and locks onto the edge of the top step, the perspective trembles violently, the impact sending a visible shockwave through the data overlay. Each subsequent micro-adjustment and step is accompanied by another visceral bump of the camera, creating a disorienting yet captivating rhythm of controlled, high-impact descent that conveys a tense and technically aggressive atmosphere.", + "seed": 22666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_4/index_8670_seed_22666_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05755782714113593, + "vlm_logprob": -0.05755782714113593, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05755782714113593, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10220582038164139 + ], + "opposite_logprob_tokens": [ + -2.352205753326416 + ], + "logprob_reward": -0.10220582038164139, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10220582038164139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12268420308828354, + 0.051874708384275436, + 0.1599215716123581, + 0.04735288769006729, + 0.04426540806889534, + 0.06502236425876617, + 0.04475601762533188, + 0.21826662123203278, + 0.1366519033908844, + 0.10920428484678268 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.10220582038164139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06795896589756012, + 0.062021855264902115, + 0.6159998774528503, + 0.028496796265244484, + 0.03392172232270241, + 0.085737444460392, + 0.029368141666054726, + 0.033622920513153076, + 0.023978454992175102, + 0.018893767148256302 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10280479490756989, + 0.050712428987026215, + 0.17612919211387634, + 0.07995980978012085, + 0.1471371054649353, + 0.08108724653720856, + 0.0917334035038948, + 0.06744943559169769, + 0.12612266838550568, + 0.07686394453048706 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.006735833827406168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952606908977032 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952606908977032, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952606908977032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30614760518074036, + 0.042767997831106186, + 0.2511651813983917, + 0.033886928111314774, + 0.02891329862177372, + 0.033734943717718124, + 0.05883893370628357, + 0.033830851316452026, + 0.13139010965824127, + 0.07932419329881668 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.005952606908977032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic mobile device with a matte black carbon fiber and polished titanium alloy chassis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the device shown atop a steep, monolithic concrete staircase in a dimly lit, cavernous atrium?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video feature a dynamic low-angle shot that tilts dramatically downward to follow the device's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene overlaid with glowing holographic data, including bright cyan carriers illustrating gravity and a fiery orange motion trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit violent trembling and visceral bumps during the device's descent to create a disorienting rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603481024503708 + ], + "opposite_logprob_tokens": [ + -1.9103480577468872 + ], + "logprob_reward": -0.1603481024503708, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603481024503708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11513493955135345, + 0.06500080972909927, + 0.16835640370845795, + 0.05592487379908562, + 0.10607641190290451, + 0.0622660368680954, + 0.052435252815485, + 0.1247158944606781, + 0.17134954035282135, + 0.07873977720737457 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.1603481024503708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_tensor([1810, 1810])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_tensor([1810, 1810])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..45043484c9a71ff770c25736bbf99882d2e9fb9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_tensor([1810, 1810])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium-long shot, shot from a level angle, pans to the right at an incredibly slow pace, delicately capturing an elderly villager with graying hair and a serene face. He stands alone in a tranquil park shrouded in morning mist. A clearing paved with bluestone slabs lies beneath him. Behind him, a few ancient willow branches droop slightly in the almost still air, drenched in glistening dew. He wears a loose, pure white silk Tai Chi suit, the soft fabric gently undulating with his slow movements. He practices Tai Chi with a fluid, flowing rhythm. His arms trace perfect arcs in front of him with a continuous and graceful rhythm, his waist rotating effortlessly as he shifts his weight steadily and silently from foot to foot. Each movement is imbued with inner strength and supreme grace. His eyes are half-closed, his expression focused and reserved, as if completely absorbed in his own world, at one with the natural world around him. The soft diffuse skylight penetrates the mist, covering the entire picture with a layer of elegant cool tones, making the outlines of the characters and the background appear particularly soft. Only a faint golden warm light from the distant skyline adds a bit of warmth of life to this tranquil picture. The overall atmosphere is peaceful, focused and full of Zen.", + "seed": 2410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_1810_seed_2410_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13791709048673512, + "vlm_logprob": -0.13791709048673512, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.13791709048673512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031831465661525726 + ], + "opposite_logprob_tokens": [ + -4.78183126449585 + ], + "logprob_reward": -0.031831465661525726, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.031831465661525726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20557992160320282, + 0.04739862680435181, + 0.06800295412540436, + 0.1343691200017929, + 0.19320398569107056, + 0.03457969054579735, + 0.06974232196807861, + 0.10139904171228409, + 0.07116137444972992, + 0.07456297427415848 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.031831465661525726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327947974205017 + ], + "opposite_logprob_tokens": [ + -0.7577947974205017 + ], + "logprob_reward": -0.6327947974205017, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327947974205017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10672767460346222, + 0.13764342665672302, + 0.08893481642007828, + 0.08267605304718018, + 0.17528440058231354, + 0.06993203610181808, + 0.07370691746473312, + 0.11303362995386124, + 0.07496406137943268, + 0.07709699869155884 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.6327947974205017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978624727576971 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.00978624727576971, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978624727576971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15552212297916412, + 0.05597944185137749, + 0.07921699434518814, + 0.1536874622106552, + 0.1284022182226181, + 0.050966665148735046, + 0.10993753373622894, + 0.10417681932449341, + 0.08080817759037018, + 0.08130256831645966 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00978624727576971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079221963882446 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079221963882446, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079221963882446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14238493144512177, + 0.04374245926737785, + 0.09142289310693741, + 0.15924498438835144, + 0.11068867146968842, + 0.03024761751294136, + 0.05319945514202118, + 0.10864116251468658, + 0.22818037867546082, + 0.03224744275212288 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.011079221963882446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08719779551029205, + 0.04941493272781372, + 0.060064226388931274, + 0.1278950572013855, + 0.15220585465431213, + 0.10393143445253372, + 0.04780638590455055, + 0.13583897054195404, + 0.10253005474805832, + 0.1331152766942978 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0040937201119959354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium-long shot, shot from a level angle, pans to the right at an incredibly slow pace, delicately capturing an elderly villager with graying hair and a serene face. He stands alone in a tranquil park shrouded in morning mist. A clearing paved with bluestone slabs lies beneath him. Behind him, a few ancient willow branches droop slightly in the almost still air, drenched in glistening dew. He wears a loose, pure white silk Tai Chi suit, the soft fabric gently undulating with his slow movements. He practices Tai Chi with a fluid, flowing rhythm. His arms trace perfect arcs in front of him with a continuous and graceful rhythm, his waist rotating effortlessly as he shifts his weight steadily and silently from foot to foot. Each movement is imbued with inner strength and supreme grace. His eyes are half-closed, his expression focused and reserved, as if completely absorbed in his own world, at one with the natural world around him. The soft diffuse skylight penetrates the mist, covering the entire picture with a layer of elegant cool tones, making the outlines of the characters and the background appear particularly soft. Only a faint golden warm light from the distant skyline adds a bit of warmth of life to this tranquil picture. The overall atmosphere is peaceful, focused and full of Zen.", + "seed": 2411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_1810_seed_2411_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08239038158208131, + "vlm_logprob": -0.08239038158208131, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.08239038158208131, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0315261073410511 + ], + "opposite_logprob_tokens": [ + -5.2815260887146 + ], + "logprob_reward": -0.0315261073410511, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0315261073410511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24359667301177979, + 0.051732853055000305, + 0.04807046428322792, + 0.10957324504852295, + 0.07957366853952408, + 0.048084888607263565, + 0.07616496831178665, + 0.2348613440990448, + 0.06204460188746452, + 0.04629729688167572 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0315261073410511 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486092984676361 + ], + "opposite_logprob_tokens": [ + -1.2236093282699585 + ], + "logprob_reward": -0.3486092984676361, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486092984676361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10508347302675247, + 0.01569860242307186, + 0.015403792262077332, + 0.12700608372688293, + 0.0467129722237587, + 0.066568523645401, + 0.05084390193223953, + 0.3589291572570801, + 0.11974771320819855, + 0.09400579333305359 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.3486092984676361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579153671860695 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579153671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579153671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14625810086727142, + 0.0359785296022892, + 0.023684274405241013, + 0.26642948389053345, + 0.02961919829249382, + 0.036764804273843765, + 0.02368238754570484, + 0.3460257053375244, + 0.07015161216259003, + 0.021405912935733795 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.020579153671860695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17587637901306152, + 0.07087869942188263, + 0.15724369883537292, + 0.022953826934099197, + 0.03520084545016289, + 0.0893835499882698, + 0.10790466517210007, + 0.09737112373113632, + 0.1548433154821396, + 0.08834386616945267 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.007625281810760498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036120666190981865 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036120666190981865, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036120666190981865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13237811625003815, + 0.05774688348174095, + 0.11490296572446823, + 0.10477051138877869, + 0.032086245715618134, + 0.06388325989246368, + 0.1338358223438263, + 0.15886139869689941, + 0.09642539173364639, + 0.10510949045419693 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0036120666190981865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium-long shot, shot from a level angle, pans to the right at an incredibly slow pace, delicately capturing an elderly villager with graying hair and a serene face. He stands alone in a tranquil park shrouded in morning mist. A clearing paved with bluestone slabs lies beneath him. Behind him, a few ancient willow branches droop slightly in the almost still air, drenched in glistening dew. He wears a loose, pure white silk Tai Chi suit, the soft fabric gently undulating with his slow movements. He practices Tai Chi with a fluid, flowing rhythm. His arms trace perfect arcs in front of him with a continuous and graceful rhythm, his waist rotating effortlessly as he shifts his weight steadily and silently from foot to foot. Each movement is imbued with inner strength and supreme grace. His eyes are half-closed, his expression focused and reserved, as if completely absorbed in his own world, at one with the natural world around him. The soft diffuse skylight penetrates the mist, covering the entire picture with a layer of elegant cool tones, making the outlines of the characters and the background appear particularly soft. Only a faint golden warm light from the distant skyline adds a bit of warmth of life to this tranquil picture. The overall atmosphere is peaceful, focused and full of Zen.", + "seed": 2412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_1810_seed_2412_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04201233629137278, + "vlm_logprob": -0.04201233629137278, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04201233629137278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027873726561665535 + ], + "opposite_logprob_tokens": [ + -4.652873516082764 + ], + "logprob_reward": -0.027873726561665535, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.027873726561665535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10825265198945999, + 0.050645262002944946, + 0.07331942021846771, + 0.05743154510855675, + 0.0769972875714302, + 0.06089523434638977, + 0.07763539254665375, + 0.2580242156982422, + 0.06735727936029434, + 0.16944171488285065 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.027873726561665535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278101921081543 + ], + "opposite_logprob_tokens": [ + -2.0177810192108154 + ], + "logprob_reward": -0.14278101921081543, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278101921081543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08535191416740417, + 0.13012059032917023, + 0.055722855031490326, + 0.07605481147766113, + 0.07636911422014236, + 0.05540812388062477, + 0.06283271312713623, + 0.20159952342510223, + 0.12275483459234238, + 0.13378557562828064 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.14278101921081543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056965555995702744, + 0.0371151827275753, + 0.07052086293697357, + 0.022066999226808548, + 0.10624515265226364, + 0.05338183417916298, + 0.03227665647864342, + 0.5385216474533081, + 0.02943173423409462, + 0.05347434803843498 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.01419447734951973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577985793352127 + ], + "opposite_logprob_tokens": [ + -3.895577907562256 + ], + "logprob_reward": -0.020577985793352127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577985793352127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07661709189414978, + 0.05344100669026375, + 0.053719907999038696, + 0.04366030544042587, + 0.20364998281002045, + 0.06168762594461441, + 0.06297751516103745, + 0.2094666212797165, + 0.07660569250583649, + 0.1581743061542511 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.020577985793352127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30940622091293335, + 0.10663287341594696, + 0.04622121527791023, + 0.035408638417720795, + 0.09569007158279419, + 0.05415340140461922, + 0.0674644187092781, + 0.17621199786663055, + 0.054315559566020966, + 0.05449561029672623 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004634472541511059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium-long shot, shot from a level angle, pans to the right at an incredibly slow pace, delicately capturing an elderly villager with graying hair and a serene face. He stands alone in a tranquil park shrouded in morning mist. A clearing paved with bluestone slabs lies beneath him. Behind him, a few ancient willow branches droop slightly in the almost still air, drenched in glistening dew. He wears a loose, pure white silk Tai Chi suit, the soft fabric gently undulating with his slow movements. He practices Tai Chi with a fluid, flowing rhythm. His arms trace perfect arcs in front of him with a continuous and graceful rhythm, his waist rotating effortlessly as he shifts his weight steadily and silently from foot to foot. Each movement is imbued with inner strength and supreme grace. His eyes are half-closed, his expression focused and reserved, as if completely absorbed in his own world, at one with the natural world around him. The soft diffuse skylight penetrates the mist, covering the entire picture with a layer of elegant cool tones, making the outlines of the characters and the background appear particularly soft. Only a faint golden warm light from the distant skyline adds a bit of warmth of life to this tranquil picture. The overall atmosphere is peaceful, focused and full of Zen.", + "seed": 2413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_5/index_1810_seed_2413_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04216928817331791, + "vlm_logprob": -0.04216928817331791, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.04216928817331791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02409287355840206 + ], + "opposite_logprob_tokens": [ + -5.149092674255371 + ], + "logprob_reward": -0.02409287355840206, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.02409287355840206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16710872948169708, + 0.057430509477853775, + 0.03447126969695091, + 0.04589067026972771, + 0.056711193174123764, + 0.08997038006782532, + 0.06361085176467896, + 0.09833638370037079, + 0.15967805683612823, + 0.22679191827774048 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02409287355840206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603425145149231 + ], + "opposite_logprob_tokens": [ + -1.9103424549102783 + ], + "logprob_reward": -0.1603425145149231, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603425145149231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08541613072156906, + 0.04568444564938545, + 0.04877777770161629, + 0.04597770422697067, + 0.10178036987781525, + 0.1978382021188736, + 0.08251859992742538, + 0.07927187532186508, + 0.259202241897583, + 0.05353264883160591 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.1603425145149231 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740339994430542, + 0.06057589128613472, + 0.088774673640728, + 0.10943995416164398, + 0.06937497109174728, + 0.06093653291463852, + 0.06313032656908035, + 0.1827518343925476, + 0.10143488645553589, + 0.08954693377017975 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.012539827264845371 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1472739577293396, + 0.048980288207530975, + 0.07082002609968185, + 0.046252138912677765, + 0.058198995888233185, + 0.1406884789466858, + 0.1363356113433838, + 0.04429677873849869, + 0.1490451693534851, + 0.15810854732990265 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right at an incredibly slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject an elderly villager with graying hair wearing a loose, pure white silk Tai Chi suit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a tranquil park with a bluestone slab clearing and ancient willow branches drenched in dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by soft diffuse skylight creating cool tones with a faint golden warm light from the distant skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19789709150791168, + 0.2348202019929886, + 0.044042766094207764, + 0.024807769805192947, + 0.0573311485350132, + 0.07044795900583267, + 0.19066467881202698, + 0.03694431483745575, + 0.06991973519325256, + 0.07312430441379547 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004092651419341564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_tensor([7031, 7031])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_tensor([7031, 7031])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d46c39a07acbaca26d0b314e093665c5240cbea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_tensor([7031, 7031])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium close-up shot from a slightly upward angle, the entire image, rendered in a profoundly desaturated black and white palette, displays Goya-esque stark contrasts of light and shadow. A solemn, elderly scholar hunches over a large, dark wooden desk. The sole source of light comes from an antique desk lamp blazing off to one side of the frame. This intense, sharp sidelight illuminates half his face and his painting arm, while the other half is shrouded in a thick, inextricable darkness. His graying hair is matted to his forehead with sweat. A shimmering light, a mixture of fever and exhaustion, gleams in his sunken eyes. His brow is furrowed, and his jawline is set in a tense concentration. He wears a dark, high-collared wool sweater. A rough charcoal pencil is gripped in his right hand, and he traverses the paper with almost spasmodic precision. Each decisive stroke splatters the charcoal powder, leaving deep, harsh black lines on the rough surface. A face, its features stretched and compressed, its expression distorted by agony, takes shape. The background is a bookshelf piled high with heavy books, reaching the ceiling. It is looming in the shadows, forming a sharp contrast with the outlines of scholars carved by strong light, creating a claustrophobic, tense atmosphere full of morbid creative frenzy.", + "seed": 3567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_7031_seed_3567_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019050755561329423, + "vlm_logprob": -0.019050755561329423, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.019050755561329423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028545908629894257 + ], + "opposite_logprob_tokens": [ + -4.15354585647583 + ], + "logprob_reward": -0.028545908629894257, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.028545908629894257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07379264384508133, + 0.04334481805562973, + 0.06763704121112823, + 0.31406646966934204, + 0.3691614270210266, + 0.027700090780854225, + 0.01677536778151989, + 0.026490088552236557, + 0.04173051193356514, + 0.019301585853099823 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.028545908629894257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022163845133036375 + ], + "opposite_logprob_tokens": [ + -6.127216339111328 + ], + "logprob_reward": -0.0022163845133036375, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022163845133036375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03944840282201767, + 0.35486900806427, + 0.021367637440562248, + 0.019307319074869156, + 0.45917177200317383, + 0.014364132657647133, + 0.015050487592816353, + 0.046268075704574585, + 0.02287910133600235, + 0.007274048402905464 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0022163845133036375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194110709708184 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.00194110709708184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194110709708184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12206322699785233, + 0.08097992837429047, + 0.05562558397650719, + 0.1132207065820694, + 0.4688253402709961, + 0.035998329520225525, + 0.022330574691295624, + 0.03151543438434601, + 0.03723450377583504, + 0.032206371426582336 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.00194110709708184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04164327681064606, + 0.044155754148960114, + 0.03134917467832565, + 0.03480261564254761, + 0.6174286007881165, + 0.031635165214538574, + 0.034109219908714294, + 0.05783915892243385, + 0.07886472344398499, + 0.02817225642502308 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.00762575538828969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549246221780777 + ], + "opposite_logprob_tokens": [ + -2.929924726486206 + ], + "logprob_reward": -0.0549246221780777, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549246221780777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054692454636096954, + 0.1648021638393402, + 0.27612432837486267, + 0.04968971014022827, + 0.3946439027786255, + 0.010818890295922756, + 0.014318614266812801, + 0.008555254898965359, + 0.011469674296677113, + 0.014884973876178265 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0549246221780777 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot from a slightly upward angle, the entire image, rendered in a profoundly desaturated black and white palette, displays Goya-esque stark contrasts of light and shadow. A solemn, elderly scholar hunches over a large, dark wooden desk. The sole source of light comes from an antique desk lamp blazing off to one side of the frame. This intense, sharp sidelight illuminates half his face and his painting arm, while the other half is shrouded in a thick, inextricable darkness. His graying hair is matted to his forehead with sweat. A shimmering light, a mixture of fever and exhaustion, gleams in his sunken eyes. His brow is furrowed, and his jawline is set in a tense concentration. He wears a dark, high-collared wool sweater. A rough charcoal pencil is gripped in his right hand, and he traverses the paper with almost spasmodic precision. Each decisive stroke splatters the charcoal powder, leaving deep, harsh black lines on the rough surface. A face, its features stretched and compressed, its expression distorted by agony, takes shape. The background is a bookshelf piled high with heavy books, reaching the ceiling. It is looming in the shadows, forming a sharp contrast with the outlines of scholars carved by strong light, creating a claustrophobic, tense atmosphere full of morbid creative frenzy.", + "seed": 3568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_7031_seed_3568_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027606137748807668, + "vlm_logprob": -0.027606137748807668, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.027606137748807668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02091694436967373 + ], + "opposite_logprob_tokens": [ + -4.270916938781738 + ], + "logprob_reward": -0.02091694436967373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02091694436967373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16569927334785461, + 0.08943936973810196, + 0.049712393432855606, + 0.15265890955924988, + 0.08032526075839996, + 0.07455740869045258, + 0.11695350706577301, + 0.08616191893815994, + 0.06030664220452309, + 0.12418530881404877 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.02091694436967373 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422867737710476 + ], + "opposite_logprob_tokens": [ + -4.264228820800781 + ], + "logprob_reward": -0.01422867737710476, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422867737710476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34470438957214355, + 0.13953176140785217, + 0.052020929753780365, + 0.08357370644807816, + 0.06167265400290489, + 0.07432366907596588, + 0.08355741947889328, + 0.055158402770757675, + 0.04319185018539429, + 0.0622653067111969 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01422867737710476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4184519946575165, + 0.1407695710659027, + 0.09038227051496506, + 0.0534680150449276, + 0.042328134179115295, + 0.028501249849796295, + 0.05797470733523369, + 0.07872665673494339, + 0.03826527297496796, + 0.05113208666443825 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004096450749784708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3311111330986023, + 0.10742980986833572, + 0.06328244507312775, + 0.049131542444229126, + 0.0759500190615654, + 0.05259300768375397, + 0.11319396644830704, + 0.06484225392341614, + 0.05275946110486984, + 0.08970634639263153 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.009778928942978382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900968730449677 + ], + "opposite_logprob_tokens": [ + -2.4640097618103027 + ], + "logprob_reward": -0.08900968730449677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900968730449677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21735696494579315, + 0.1037726178765297, + 0.055638983845710754, + 0.06894806772470474, + 0.16110418736934662, + 0.056779321283102036, + 0.08255936205387115, + 0.09836480766534805, + 0.06148272007703781, + 0.09399288892745972 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08900968730449677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot from a slightly upward angle, the entire image, rendered in a profoundly desaturated black and white palette, displays Goya-esque stark contrasts of light and shadow. A solemn, elderly scholar hunches over a large, dark wooden desk. The sole source of light comes from an antique desk lamp blazing off to one side of the frame. This intense, sharp sidelight illuminates half his face and his painting arm, while the other half is shrouded in a thick, inextricable darkness. His graying hair is matted to his forehead with sweat. A shimmering light, a mixture of fever and exhaustion, gleams in his sunken eyes. His brow is furrowed, and his jawline is set in a tense concentration. He wears a dark, high-collared wool sweater. A rough charcoal pencil is gripped in his right hand, and he traverses the paper with almost spasmodic precision. Each decisive stroke splatters the charcoal powder, leaving deep, harsh black lines on the rough surface. A face, its features stretched and compressed, its expression distorted by agony, takes shape. The background is a bookshelf piled high with heavy books, reaching the ceiling. It is looming in the shadows, forming a sharp contrast with the outlines of scholars carved by strong light, creating a claustrophobic, tense atmosphere full of morbid creative frenzy.", + "seed": 3569, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_7031_seed_3569_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019356307061389088, + "vlm_logprob": -0.019356307061389088, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.019356307061389088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02726837620139122 + ], + "opposite_logprob_tokens": [ + -3.902268409729004 + ], + "logprob_reward": -0.02726837620139122, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02726837620139122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2417982518672943, + 0.07924074679613113, + 0.13845771551132202, + 0.052288733422756195, + 0.09389984607696533, + 0.03256033733487129, + 0.11841996014118195, + 0.03568330034613609, + 0.12396611273288727, + 0.08368504047393799 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.02726837620139122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003213600954040885 + ], + "opposite_logprob_tokens": [ + -5.753213405609131 + ], + "logprob_reward": -0.003213600954040885, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003213600954040885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13230618834495544, + 0.10419277846813202, + 0.045945122838020325, + 0.05456198379397392, + 0.0744365006685257, + 0.0684991255402565, + 0.016311131417751312, + 0.06993834674358368, + 0.2019852250814438, + 0.23182357847690582 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.003213600954040885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637913778424263 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637913778424263, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637913778424263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22421617805957794, + 0.11093540489673615, + 0.1322946846485138, + 0.0497945100069046, + 0.10032577067613602, + 0.09126786142587662, + 0.04531736671924591, + 0.0716898962855339, + 0.0966799259185791, + 0.07747844606637955 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004637913778424263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734768394380808 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734768394380808, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734768394380808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16199025511741638, + 0.051102351397275925, + 0.09922578930854797, + 0.06871909648180008, + 0.056001465767621994, + 0.2882339358329773, + 0.049550481140613556, + 0.05532876029610634, + 0.12043692916631699, + 0.04941093549132347 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.006734768394380808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492687597870827 + ], + "opposite_logprob_tokens": [ + -2.929926872253418 + ], + "logprob_reward": -0.05492687597870827, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492687597870827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14298921823501587, + 0.05731426179409027, + 0.1396876722574234, + 0.03596384823322296, + 0.03368360549211502, + 0.0879976749420166, + 0.0960584208369255, + 0.14393050968647003, + 0.1728982776403427, + 0.08947648108005524 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.05492687597870827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium close-up shot from a slightly upward angle, the entire image, rendered in a profoundly desaturated black and white palette, displays Goya-esque stark contrasts of light and shadow. A solemn, elderly scholar hunches over a large, dark wooden desk. The sole source of light comes from an antique desk lamp blazing off to one side of the frame. This intense, sharp sidelight illuminates half his face and his painting arm, while the other half is shrouded in a thick, inextricable darkness. His graying hair is matted to his forehead with sweat. A shimmering light, a mixture of fever and exhaustion, gleams in his sunken eyes. His brow is furrowed, and his jawline is set in a tense concentration. He wears a dark, high-collared wool sweater. A rough charcoal pencil is gripped in his right hand, and he traverses the paper with almost spasmodic precision. Each decisive stroke splatters the charcoal powder, leaving deep, harsh black lines on the rough surface. A face, its features stretched and compressed, its expression distorted by agony, takes shape. The background is a bookshelf piled high with heavy books, reaching the ceiling. It is looming in the shadows, forming a sharp contrast with the outlines of scholars carved by strong light, creating a claustrophobic, tense atmosphere full of morbid creative frenzy.", + "seed": 3570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_6/index_7031_seed_3570_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027924350136891006, + "vlm_logprob": -0.027924350136891006, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.027924350136891006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044266752898693085 + ], + "opposite_logprob_tokens": [ + -3.669266700744629 + ], + "logprob_reward": -0.044266752898693085, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.044266752898693085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10804525762796402, + 0.0271898340433836, + 0.029278483241796494, + 0.055947884917259216, + 0.057758573442697525, + 0.2710462510585785, + 0.2881000339984894, + 0.04066651314496994, + 0.033393703401088715, + 0.08857347071170807 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.044266752898693085 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002514060353860259 + ], + "opposite_logprob_tokens": [ + -6.002513885498047 + ], + "logprob_reward": -0.002514060353860259, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002514060353860259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1106644943356514, + 0.29884904623031616, + 0.16393429040908813, + 0.03595105558633804, + 0.09496160596609116, + 0.048492562025785446, + 0.07304210215806961, + 0.055561523884534836, + 0.04513023421168327, + 0.07341305911540985 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.002514060353860259 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2535298764705658, + 0.09980962425470352, + 0.10884951800107956, + 0.06547552347183228, + 0.06444139033555984, + 0.08873876184225082, + 0.05138291418552399, + 0.016526000574231148, + 0.018632980063557625, + 0.23261339962482452 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.005255098920315504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637921884655952 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637921884655952, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637921884655952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25371548533439636, + 0.11045137792825699, + 0.07901402562856674, + 0.04368225857615471, + 0.15986928343772888, + 0.06227000802755356, + 0.13087357580661774, + 0.016553670167922974, + 0.05184280872344971, + 0.09172756969928741 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.008637921884655952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in a desaturated black and white palette with stark light and shadow contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly scholar hunched over a large dark wooden desk visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single antique desk lamp creating sharp sidelight on one side of the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bookshelf piled high with heavy books reaching the ceiling?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894791662693024 + ], + "opposite_logprob_tokens": [ + -2.5789480209350586 + ], + "logprob_reward": -0.07894791662693024, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894791662693024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1969621181488037, + 0.12430238723754883, + 0.08164063841104507, + 0.20970399677753448, + 0.14151383936405182, + 0.10605762153863907, + 0.03241800516843796, + 0.015243480913341045, + 0.031330130994319916, + 0.06082777678966522 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.07894791662693024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_tensor([8838, 8838])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_tensor([8838, 8838])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..344a91fb5235614873cda9730989bf4b25c95fd4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_tensor([8838, 8838])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-facing, wide shot introduces us to a world composed entirely of low-polygons. The scene reveals a vast forest of creeping sickle-shaped bamboo. Each bamboo stalk is composed of sharply angular, geometric facets, rising in geometric patterns and gracefully curving into sickle-like arcs. Under soft, diffuse overhead lighting, these polygonal planes appear in rich gradations, from dark gray to near-white. In autumn, countless sharp, triangular, or diamond-shaped bamboo leaves silently shed one by one from the geometric branches, swirling and drifting through the air with an elegant and slow movement. A thick layer of fallen leaves, also composed of geometric fragments, covers the ground, creating an irregular, undulating, geometric landscape. The entire scene adheres to a strict desaturated color grading, presenting a calm and solemn black-and-white aesthetic. The only color variations come from the subtle shading cast by light on the polygonal planes at different angles. In the distance, the bamboo forest gradually blurs in the light mist, forming gray silhouettes of varying shades, further enhancing the depth and tranquility of the space and creating a digital, Zen-like atmosphere of desolate and tranquility.", + "seed": 22171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_8838_seed_22171_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3200827404856682, + "vlm_logprob": -0.3200827404856682, + "vlm_yes_no_margin": 1.525, + "vlm_token_credit": -0.3200827404856682, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9748978614807129 + ], + "opposite_logprob_tokens": [ + -0.4748978614807129 + ], + "logprob_reward": -0.9748978614807129, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9748978614807129, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13327492773532867, + 0.14961057901382446, + 0.11014528572559357, + 0.05646321177482605, + 0.11489073932170868, + 0.12185712903738022, + 0.10828832536935806, + 0.08430006355047226, + 0.08121275156736374, + 0.03995700180530548 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.9748978614807129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346216797828674 + ], + "opposite_logprob_tokens": [ + -1.3134621381759644 + ], + "logprob_reward": -0.31346216797828674, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346216797828674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10775651782751083, + 0.22403323650360107, + 0.10162116587162018, + 0.1992173194885254, + 0.06364563852548599, + 0.05069116875529289, + 0.07385414093732834, + 0.04681292176246643, + 0.04971880465745926, + 0.0826490968465805 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.31346216797828674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17995697259902954 + ], + "opposite_logprob_tokens": [ + -1.8049569129943848 + ], + "logprob_reward": -0.17995697259902954, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17995697259902954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1938484013080597, + 0.10606972873210907, + 0.08760031312704086, + 0.062222350388765335, + 0.10472109913825989, + 0.06570594757795334, + 0.06705297529697418, + 0.043112605810165405, + 0.06311678886413574, + 0.20654980838298798 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.17995697259902954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043074361979961395 + ], + "opposite_logprob_tokens": [ + -3.168074369430542 + ], + "logprob_reward": -0.043074361979961395, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043074361979961395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1914438009262085, + 0.12077726423740387, + 0.1881704032421112, + 0.07253053039312363, + 0.11345836520195007, + 0.06854459643363953, + 0.06711618602275848, + 0.05250886455178261, + 0.04980870336294174, + 0.0756412222981453 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.043074361979961395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902233839035034 + ], + "opposite_logprob_tokens": [ + -2.464022397994995 + ], + "logprob_reward": -0.08902233839035034, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902233839035034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15800227224826813, + 0.042537134140729904, + 0.1166892796754837, + 0.09222228825092316, + 0.2656531035900116, + 0.07533816248178482, + 0.052519217133522034, + 0.06623448431491852, + 0.05414038524031639, + 0.07666359096765518 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.08902233839035034 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, wide shot introduces us to a world composed entirely of low-polygons. The scene reveals a vast forest of creeping sickle-shaped bamboo. Each bamboo stalk is composed of sharply angular, geometric facets, rising in geometric patterns and gracefully curving into sickle-like arcs. Under soft, diffuse overhead lighting, these polygonal planes appear in rich gradations, from dark gray to near-white. In autumn, countless sharp, triangular, or diamond-shaped bamboo leaves silently shed one by one from the geometric branches, swirling and drifting through the air with an elegant and slow movement. A thick layer of fallen leaves, also composed of geometric fragments, covers the ground, creating an irregular, undulating, geometric landscape. The entire scene adheres to a strict desaturated color grading, presenting a calm and solemn black-and-white aesthetic. The only color variations come from the subtle shading cast by light on the polygonal planes at different angles. In the distance, the bamboo forest gradually blurs in the light mist, forming gray silhouettes of varying shades, further enhancing the depth and tranquility of the space and creating a digital, Zen-like atmosphere of desolate and tranquility.", + "seed": 22172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_8838_seed_22172_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5398978896439075, + "vlm_logprob": -0.5398978896439075, + "vlm_yes_no_margin": 1.199999988079071, + "vlm_token_credit": -0.5398978896439075, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9105054140090942 + ], + "opposite_logprob_tokens": [ + -0.16050538420677185 + ], + "logprob_reward": -1.9105054140090942, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9105054140090942, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13025560975074768, + 0.07602344453334808, + 0.20134976506233215, + 0.10383188724517822, + 0.04895647242665291, + 0.0851416066288948, + 0.021933715790510178, + 0.09643290936946869, + 0.14245595037937164, + 0.09361865371465683 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -1.9105054140090942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487311005592346 + ], + "opposite_logprob_tokens": [ + -1.2237310409545898 + ], + "logprob_reward": -0.3487311005592346, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3487311005592346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13382451236248016, + 0.15117713809013367, + 0.14536148309707642, + 0.23452873528003693, + 0.021135114133358, + 0.033504046499729156, + 0.011049044318497181, + 0.1493140161037445, + 0.058966584503650665, + 0.06113937497138977 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.3487311005592346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31353533267974854 + ], + "opposite_logprob_tokens": [ + -1.3135353326797485 + ], + "logprob_reward": -0.31353533267974854, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31353533267974854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10491526871919632, + 0.10416220128536224, + 0.08632629364728928, + 0.1839894950389862, + 0.03564891219139099, + 0.06974607706069946, + 0.06572587788105011, + 0.17397063970565796, + 0.09507952630519867, + 0.08043573796749115 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.31353533267974854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638021484017372 + ], + "opposite_logprob_tokens": [ + -3.6513803005218506 + ], + "logprob_reward": -0.02638021484017372, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638021484017372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21314799785614014, + 0.1769377738237381, + 0.05887880548834801, + 0.04771377146244049, + 0.0614810548722744, + 0.025738386437296867, + 0.02764231711626053, + 0.17825542390346527, + 0.1620679348707199, + 0.048136498779058456 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02638021484017372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033738613128662 + ], + "opposite_logprob_tokens": [ + -2.350337505340576 + ], + "logprob_reward": -0.10033738613128662, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033738613128662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11901160329580307, + 0.2533990144729614, + 0.09923854470252991, + 0.015958840027451515, + 0.07502613961696625, + 0.0638682097196579, + 0.03280813246965408, + 0.2179117649793625, + 0.04228682443499565, + 0.08049090206623077 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.10033738613128662 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, wide shot introduces us to a world composed entirely of low-polygons. The scene reveals a vast forest of creeping sickle-shaped bamboo. Each bamboo stalk is composed of sharply angular, geometric facets, rising in geometric patterns and gracefully curving into sickle-like arcs. Under soft, diffuse overhead lighting, these polygonal planes appear in rich gradations, from dark gray to near-white. In autumn, countless sharp, triangular, or diamond-shaped bamboo leaves silently shed one by one from the geometric branches, swirling and drifting through the air with an elegant and slow movement. A thick layer of fallen leaves, also composed of geometric fragments, covers the ground, creating an irregular, undulating, geometric landscape. The entire scene adheres to a strict desaturated color grading, presenting a calm and solemn black-and-white aesthetic. The only color variations come from the subtle shading cast by light on the polygonal planes at different angles. In the distance, the bamboo forest gradually blurs in the light mist, forming gray silhouettes of varying shades, further enhancing the depth and tranquility of the space and creating a digital, Zen-like atmosphere of desolate and tranquility.", + "seed": 22173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_8838_seed_22173_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2785077873617411, + "vlm_logprob": -0.2785077873617411, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.2785077873617411, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8989278078079224 + ], + "opposite_logprob_tokens": [ + -0.5239278078079224 + ], + "logprob_reward": -0.8989278078079224, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8989278078079224, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1973239928483963, + 0.11086711287498474, + 0.08620334416627884, + 0.10007031261920929, + 0.040624432265758514, + 0.0484081394970417, + 0.04343593865633011, + 0.101866215467453, + 0.14817927777767181, + 0.12302114814519882 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.8989278078079224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211259722709656 + ], + "opposite_logprob_tokens": [ + -1.502112627029419 + ], + "logprob_reward": -0.25211259722709656, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211259722709656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24807606637477875, + 0.22320173680782318, + 0.11185336858034134, + 0.07113079726696014, + 0.0611036941409111, + 0.03403560444712639, + 0.039529379457235336, + 0.07618698477745056, + 0.07766998559236526, + 0.05721239745616913 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.25211259722709656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604079157114029 + ], + "opposite_logprob_tokens": [ + -1.9104079008102417 + ], + "logprob_reward": -0.1604079157114029, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604079157114029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22719299793243408, + 0.09848234802484512, + 0.18990561366081238, + 0.02947831153869629, + 0.0510566309094429, + 0.031419478356838226, + 0.031812649220228195, + 0.18415208160877228, + 0.08667133748531342, + 0.06982862204313278 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1604079157114029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21838442981243134, + 0.04560096189379692, + 0.05924185365438461, + 0.0828268826007843, + 0.12182478606700897, + 0.015046626329421997, + 0.17905211448669434, + 0.06445784866809845, + 0.06509048491716385, + 0.14847394824028015 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001092284917831 + ], + "opposite_logprob_tokens": [ + -2.6950109004974365 + ], + "logprob_reward": -0.07001092284917831, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001092284917831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09216587245464325, + 0.12663009762763977, + 0.07462295144796371, + 0.2061120718717575, + 0.10167113691568375, + 0.031763747334480286, + 0.03064388781785965, + 0.0925811231136322, + 0.11064928770065308, + 0.13315987586975098 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.07001092284917831 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, wide shot introduces us to a world composed entirely of low-polygons. The scene reveals a vast forest of creeping sickle-shaped bamboo. Each bamboo stalk is composed of sharply angular, geometric facets, rising in geometric patterns and gracefully curving into sickle-like arcs. Under soft, diffuse overhead lighting, these polygonal planes appear in rich gradations, from dark gray to near-white. In autumn, countless sharp, triangular, or diamond-shaped bamboo leaves silently shed one by one from the geometric branches, swirling and drifting through the air with an elegant and slow movement. A thick layer of fallen leaves, also composed of geometric fragments, covers the ground, creating an irregular, undulating, geometric landscape. The entire scene adheres to a strict desaturated color grading, presenting a calm and solemn black-and-white aesthetic. The only color variations come from the subtle shading cast by light on the polygonal planes at different angles. In the distance, the bamboo forest gradually blurs in the light mist, forming gray silhouettes of varying shades, further enhancing the depth and tranquility of the space and creating a digital, Zen-like atmosphere of desolate and tranquility.", + "seed": 22174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_7/index_8838_seed_22174_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.43877812307327985, + "vlm_logprob": -0.43877812307327985, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.43877812307327985, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5024317502975464 + ], + "opposite_logprob_tokens": [ + -0.2524317800998688 + ], + "logprob_reward": -1.5024317502975464, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5024317502975464, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12543655931949615, + 0.07255765795707703, + 0.12057957798242569, + 0.13272207975387573, + 0.07159321755170822, + 0.10835529118776321, + 0.026701126247644424, + 0.10676222294569016, + 0.18618814647197723, + 0.04910404980182648 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -1.5024317502975464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42891135811805725 + ], + "opposite_logprob_tokens": [ + -1.0539113283157349 + ], + "logprob_reward": -0.42891135811805725, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42891135811805725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08115734905004501, + 0.4373444616794586, + 0.03224244341254234, + 0.17990118265151978, + 0.037085678428411484, + 0.04201690852642059, + 0.05274605378508568, + 0.03251156583428383, + 0.05219968780875206, + 0.052794668823480606 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.42891135811805725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997051775455475 + ], + "opposite_logprob_tokens": [ + -1.8049705028533936 + ], + "logprob_reward": -0.17997051775455475, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997051775455475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04697152227163315, + 0.1444009244441986, + 0.019134439527988434, + 0.5935894846916199, + 0.013406418263912201, + 0.06090002506971359, + 0.016943493857979774, + 0.010294712148606777, + 0.025013670325279236, + 0.06934522092342377 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.17997051775455475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555836699903011 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555836699903011, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555836699903011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10646939277648926, + 0.056298788636922836, + 0.05585004761815071, + 0.2797810435295105, + 0.0621614083647728, + 0.07382472604513168, + 0.06269465386867523, + 0.09062175452709198, + 0.16421392560005188, + 0.048084285110235214 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.012555836699903011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composed entirely of low-polygonal geometry with sharply angular facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stalks sickle-shaped and arranged in geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo leaves triangular or diamond-shaped and shown shedding one by one?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette strictly desaturated black-and-white with only shading variations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred mist forming gray silhouettes of the distant forest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002115249633789 + ], + "opposite_logprob_tokens": [ + -2.695021152496338 + ], + "logprob_reward": -0.07002115249633789, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002115249633789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08075092732906342, + 0.057647205889225006, + 0.02811231091618538, + 0.6151437759399414, + 0.014895006082952023, + 0.03634563833475113, + 0.0439571850001812, + 0.058356668800115585, + 0.03149928152561188, + 0.033292077481746674 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.07002115249633789 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_tensor([8266, 8266])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_tensor([8266, 8266])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a859e3770b8d31888c95347348e0dc33c8403dcc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_tensor([8266, 8266])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle focuses on a delicate flower, blooming from jagged, dark cracks in the sun-bleached, chalky-gray plastic dashboard. Intense, unfiltered sunlight filters through the dusty windshield, baking the vehicle's interior and casting harsh, sharp shadows. Under this oppressive heat, the flower rapidly withers in a dramatic passage of time; its once vibrant petals visibly curl inward at the edges, their color quickly fading to a translucent, brittle brown. The spindly green stem, seemingly dried out, curls and shrivels, causing the flower head to droop relentlessly. The scene, dominated by desaturated, warm tones, emphasizes the stark contrast between the flower's fleeting life and its unforgiving surroundings, creating a poignant and intense atmosphere while capturing the silent, accelerating decay.", + "seed": 2307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_8266_seed_2307_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23663355521857737, + "vlm_logprob": -0.23663355521857737, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.23663355521857737, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07146503031253815 + ], + "opposite_logprob_tokens": [ + -2.696465015411377 + ], + "logprob_reward": -0.07146503031253815, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07146503031253815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2018858939409256, + 0.22037993371486664, + 0.059228163212537766, + 0.02592381089925766, + 0.03202589601278305, + 0.022309085354208946, + 0.05643962696194649, + 0.18700262904167175, + 0.10418959707021713, + 0.09061536937952042 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07146503031253815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823778197169304 + ], + "opposite_logprob_tokens": [ + -3.5298237800598145 + ], + "logprob_reward": -0.029823778197169304, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823778197169304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12890444695949554, + 0.10767216980457306, + 0.3441466987133026, + 0.018945425748825073, + 0.021474651992321014, + 0.03446096181869507, + 0.03752170130610466, + 0.16704554855823517, + 0.05529157817363739, + 0.0845368281006813 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.029823778197169304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538935661315918 + ], + "opposite_logprob_tokens": [ + -0.4288935959339142 + ], + "logprob_reward": -1.0538935661315918, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538935661315918, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23506413400173187, + 0.19773787260055542, + 0.10639295727014542, + 0.028831562027335167, + 0.03013363480567932, + 0.029674557968974113, + 0.024951089173555374, + 0.05959010124206543, + 0.14912952482700348, + 0.1384945958852768 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -1.0538935661315918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2525145411491394, + 0.09652914106845856, + 0.2418368011713028, + 0.028011823073029518, + 0.06607011705636978, + 0.03077544830739498, + 0.027636200189590454, + 0.07501595467329025, + 0.08648766577243805, + 0.09512225538492203 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978943519294262 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.00978943519294262, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978943519294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14602278172969818, + 0.11511709541082382, + 0.19505822658538818, + 0.036523740738630295, + 0.02209937386214733, + 0.018139855936169624, + 0.08359095454216003, + 0.10557679831981659, + 0.11442157626152039, + 0.16344958543777466 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.00978943519294262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle focuses on a delicate flower, blooming from jagged, dark cracks in the sun-bleached, chalky-gray plastic dashboard. Intense, unfiltered sunlight filters through the dusty windshield, baking the vehicle's interior and casting harsh, sharp shadows. Under this oppressive heat, the flower rapidly withers in a dramatic passage of time; its once vibrant petals visibly curl inward at the edges, their color quickly fading to a translucent, brittle brown. The spindly green stem, seemingly dried out, curls and shrivels, causing the flower head to droop relentlessly. The scene, dominated by desaturated, warm tones, emphasizes the stark contrast between the flower's fleeting life and its unforgiving surroundings, creating a poignant and intense atmosphere while capturing the silent, accelerating decay.", + "seed": 2308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_8266_seed_2308_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3164020016789436, + "vlm_logprob": -0.3164020016789436, + "vlm_yes_no_margin": 2.325000011920929, + "vlm_token_credit": -0.3164020016789436, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18235646188259125 + ], + "opposite_logprob_tokens": [ + -1.8073564767837524 + ], + "logprob_reward": -0.18235646188259125, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18235646188259125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3310566842556, + 0.12018508464097977, + 0.08746643364429474, + 0.06182858347892761, + 0.13564898073673248, + 0.09586402028799057, + 0.021676726639270782, + 0.03125052899122238, + 0.040877360850572586, + 0.07414564490318298 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.18235646188259125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868168756365776 + ], + "opposite_logprob_tokens": [ + -3.0486817359924316 + ], + "logprob_reward": -0.04868168756365776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868168756365776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25914818048477173, + 0.4394410252571106, + 0.05764063447713852, + 0.010298456996679306, + 0.017444532364606857, + 0.0383104607462883, + 0.034009527415037155, + 0.022477082908153534, + 0.027024557814002037, + 0.0942055881023407 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04868168756365776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134422302246094 + ], + "opposite_logprob_tokens": [ + -0.31344228982925415 + ], + "logprob_reward": -1.3134422302246094, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134422302246094, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24509397149085999, + 0.3161507546901703, + 0.05586991459131241, + 0.04945393651723862, + 0.034612987190485, + 0.09609685093164444, + 0.02022506482899189, + 0.02862320840358734, + 0.025119023397564888, + 0.1287541687488556 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.3134422302246094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210343360900879 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014210343360900879, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210343360900879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2038627713918686, + 0.15242736041545868, + 0.24706541001796722, + 0.04679245129227638, + 0.03992261365056038, + 0.050647251307964325, + 0.01764368824660778, + 0.055440519005060196, + 0.022599227726459503, + 0.1635986864566803 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014210343360900879 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319285362958908 + ], + "opposite_logprob_tokens": [ + -3.7733192443847656 + ], + "logprob_reward": -0.023319285362958908, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319285362958908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4188805818557739, + 0.14061303436756134, + 0.09028710424900055, + 0.036995939910411835, + 0.023422297090291977, + 0.08765044063329697, + 0.009820826351642609, + 0.0362892709672451, + 0.029330043122172356, + 0.1267104297876358 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.023319285362958908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle focuses on a delicate flower, blooming from jagged, dark cracks in the sun-bleached, chalky-gray plastic dashboard. Intense, unfiltered sunlight filters through the dusty windshield, baking the vehicle's interior and casting harsh, sharp shadows. Under this oppressive heat, the flower rapidly withers in a dramatic passage of time; its once vibrant petals visibly curl inward at the edges, their color quickly fading to a translucent, brittle brown. The spindly green stem, seemingly dried out, curls and shrivels, causing the flower head to droop relentlessly. The scene, dominated by desaturated, warm tones, emphasizes the stark contrast between the flower's fleeting life and its unforgiving surroundings, creating a poignant and intense atmosphere while capturing the silent, accelerating decay.", + "seed": 2309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_8266_seed_2309_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31165349930524827, + "vlm_logprob": -0.31165349930524827, + "vlm_yes_no_margin": 2.549999952316284, + "vlm_token_credit": -0.31165349930524827, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07088850438594818 + ], + "opposite_logprob_tokens": [ + -2.6958885192871094 + ], + "logprob_reward": -0.07088850438594818, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07088850438594818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1527644842863083, + 0.08693189173936844, + 0.20929796993732452, + 0.07237132638692856, + 0.04452623799443245, + 0.09842177480459213, + 0.07263997942209244, + 0.08360152691602707, + 0.0763055607676506, + 0.1031392365694046 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.07088850438594818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867010563611984 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04867010563611984, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867010563611984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11086878180503845, + 0.04764975234866142, + 0.0435459166765213, + 0.07713443785905838, + 0.040053509175777435, + 0.039211615920066833, + 0.2968379557132721, + 0.09831543266773224, + 0.11070262640714645, + 0.13568003475666046 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.04867010563611984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063042402267456 + ], + "opposite_logprob_tokens": [ + -0.2813042402267456 + ], + "logprob_reward": -1.4063042402267456, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063042402267456, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15616105496883392, + 0.06045243889093399, + 0.13376231491565704, + 0.056401532143354416, + 0.07910975813865662, + 0.1346505582332611, + 0.0512508898973465, + 0.14574792981147766, + 0.04549983888864517, + 0.13696378469467163 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -1.4063042402267456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420411467552185 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.01420411467552185, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420411467552185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1134621873497963, + 0.03642169013619423, + 0.09462592750787735, + 0.062113359570503235, + 0.05595623329281807, + 0.11256048083305359, + 0.046699315309524536, + 0.32754674553871155, + 0.023045742884278297, + 0.12756837904453278 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01420411467552185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200531601905823 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.018200531601905823, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018200531601905823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12254009395837784, + 0.06119824945926666, + 0.1213373988866806, + 0.04340418800711632, + 0.050126682966947556, + 0.14705400168895721, + 0.05185505375266075, + 0.14817915856838226, + 0.057947445660829544, + 0.19635765254497528 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.018200531601905823 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle focuses on a delicate flower, blooming from jagged, dark cracks in the sun-bleached, chalky-gray plastic dashboard. Intense, unfiltered sunlight filters through the dusty windshield, baking the vehicle's interior and casting harsh, sharp shadows. Under this oppressive heat, the flower rapidly withers in a dramatic passage of time; its once vibrant petals visibly curl inward at the edges, their color quickly fading to a translucent, brittle brown. The spindly green stem, seemingly dried out, curls and shrivels, causing the flower head to droop relentlessly. The scene, dominated by desaturated, warm tones, emphasizes the stark contrast between the flower's fleeting life and its unforgiving surroundings, creating a poignant and intense atmosphere while capturing the silent, accelerating decay.", + "seed": 2310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_8/index_8266_seed_2310_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09596895948052406, + "vlm_logprob": -0.09596895948052406, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09596895948052406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0494428314268589 + ], + "opposite_logprob_tokens": [ + -3.049442768096924 + ], + "logprob_reward": -0.0494428314268589, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0494428314268589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16732197999954224, + 0.06482366472482681, + 0.11495302617549896, + 0.1179337427020073, + 0.174846351146698, + 0.06465134769678116, + 0.08463798463344574, + 0.13698159158229828, + 0.025095509365200996, + 0.04875481128692627 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0494428314268589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495632812380791 + ], + "opposite_logprob_tokens": [ + -2.9299564361572266 + ], + "logprob_reward": -0.05495632812380791, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495632812380791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1897425651550293, + 0.12641598284244537, + 0.10629706084728241, + 0.12121101468801498, + 0.16138312220573425, + 0.058893248438835144, + 0.04572271928191185, + 0.038242608308792114, + 0.05353381112217903, + 0.09855785220861435 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05495632812380791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862637519836426 + ], + "opposite_logprob_tokens": [ + -1.2236263751983643 + ], + "logprob_reward": -0.34862637519836426, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862637519836426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13889378309249878, + 0.14099539816379547, + 0.1448894590139389, + 0.20897707343101501, + 0.08220759779214859, + 0.04491638392210007, + 0.030500642955303192, + 0.06539855152368546, + 0.09851964563131332, + 0.04470142722129822 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.34862637519836426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818063110113144 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818063110113144, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818063110113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18239688873291016, + 0.04500918835401535, + 0.06597302854061127, + 0.1952345222234726, + 0.2588142156600952, + 0.08156056702136993, + 0.04843488335609436, + 0.053691159933805466, + 0.01962273009121418, + 0.04926289990544319 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.01818063110113144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flower growing from cracks in a sun-bleached, chalky-gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower rapidly wither, with petals curling inward and fading to a translucent, brittle brown color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by desaturated, warm tones with harsh, sharp shadows cast by intense sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower's green stem curl and shrivel, causing the flower head to droop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20995621383190155, + 0.09122367203235626, + 0.10979442298412323, + 0.07091067731380463, + 0.14459313452243805, + 0.05509719252586365, + 0.046215832233428955, + 0.060825735330581665, + 0.15989728271961212, + 0.05148579552769661 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.00863863155245781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_tensor([2390, 2390])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_tensor([2390, 2390])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc0bb702b10653362151b4c6419f8a02519e610 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_tensor([2390, 2390])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a richly textured black-and-white image, the camera slowly pans rightward from a level angle, following an elderly Asian man practicing Tai Chi in a park. His hair is thinning with gray, and deep wrinkles frame his face, a serene and focused expression. He wears a loose-fitting, traditional white silk Tai Chi suit, the detailed buttons clearly visible in the soft light. His body weight lowers, his arms trace smooth arcs with a steady and deliberate rhythm, his wide cuffs swaying gently, one movement flowing seamlessly into the next. Soft, diffused morning light filters through the ancient, gnarled trees in the background, casting dappled shadows on the stone path and scattered leaves. The image is characterized by high-contrast tones, with a noticeable film grain. Deep blacks, brilliant whites, and rich gradations of gray accentuate the silk texture of the man's clothing and the grain of his skin, creating an atmosphere of timeless calm, concentration, and harmony.", + "seed": 2931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_2390_seed_2931_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.032220299821347, + "vlm_logprob": -0.032220299821347, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.032220299821347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0225419532507658 + ], + "opposite_logprob_tokens": [ + -3.8975419998168945 + ], + "logprob_reward": -0.0225419532507658, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0225419532507658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3823733329772949, + 0.08391207456588745, + 0.08219384402036667, + 0.14653727412223816, + 0.040390290319919586, + 0.02947976253926754, + 0.09063779562711716, + 0.04710051789879799, + 0.04702378064393997, + 0.05035138130187988 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0225419532507658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220080062747 + ], + "opposite_logprob_tokens": [ + -4.018219947814941 + ], + "logprob_reward": -0.018220080062747, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018220080062747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4108068346977234, + 0.19142624735832214, + 0.09343956410884857, + 0.05589203163981438, + 0.049638181924819946, + 0.04381028935313225, + 0.04563797265291214, + 0.028211914002895355, + 0.04248133674263954, + 0.0386555939912796 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018220080062747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635337766259909 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635337766259909, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635337766259909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24274581670761108, + 0.11076094955205917, + 0.08908208459615707, + 0.11351340264081955, + 0.06215064227581024, + 0.05238587036728859, + 0.0854506865143776, + 0.057192474603652954, + 0.08976291120052338, + 0.09695522487163544 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007635337766259909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373924642801285 + ], + "opposite_logprob_tokens": [ + -3.4087393283843994 + ], + "logprob_reward": -0.03373924642801285, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373924642801285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14992159605026245, + 0.058792002499103546, + 0.1949090212583542, + 0.07263048738241196, + 0.018916375935077667, + 0.023665698245167732, + 0.11309438943862915, + 0.014657414518296719, + 0.08730239421129227, + 0.2661105990409851 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03373924642801285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896488159894943 + ], + "opposite_logprob_tokens": [ + -2.578964948654175 + ], + "logprob_reward": -0.07896488159894943, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896488159894943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21141894161701202, + 0.03180782496929169, + 0.09009137004613876, + 0.10360149294137955, + 0.10428392142057419, + 0.17282713949680328, + 0.055591896176338196, + 0.06703195720911026, + 0.03586283326148987, + 0.12748251855373383 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.07896488159894943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a richly textured black-and-white image, the camera slowly pans rightward from a level angle, following an elderly Asian man practicing Tai Chi in a park. His hair is thinning with gray, and deep wrinkles frame his face, a serene and focused expression. He wears a loose-fitting, traditional white silk Tai Chi suit, the detailed buttons clearly visible in the soft light. His body weight lowers, his arms trace smooth arcs with a steady and deliberate rhythm, his wide cuffs swaying gently, one movement flowing seamlessly into the next. Soft, diffused morning light filters through the ancient, gnarled trees in the background, casting dappled shadows on the stone path and scattered leaves. The image is characterized by high-contrast tones, with a noticeable film grain. Deep blacks, brilliant whites, and rich gradations of gray accentuate the silk texture of the man's clothing and the grain of his skin, creating an atmosphere of timeless calm, concentration, and harmony.", + "seed": 2932, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_2390_seed_2932_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029664610978215933, + "vlm_logprob": -0.029664610978215933, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.029664610978215933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022533560171723366 + ], + "opposite_logprob_tokens": [ + -3.897533655166626 + ], + "logprob_reward": -0.022533560171723366, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022533560171723366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14421133697032928, + 0.044765353202819824, + 0.13530874252319336, + 0.3206387758255005, + 0.07420889288187027, + 0.06706734001636505, + 0.0481424443423748, + 0.03098885528743267, + 0.025748860090970993, + 0.10891944915056229 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.022533560171723366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561840936541557 + ], + "opposite_logprob_tokens": [ + -4.387561798095703 + ], + "logprob_reward": -0.012561840936541557, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561840936541557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19788618385791779, + 0.05866362899541855, + 0.08383999019861221, + 0.18843062222003937, + 0.08232736587524414, + 0.03969547152519226, + 0.18018367886543274, + 0.05473688617348671, + 0.032328780740499496, + 0.08190739899873734 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.012561840936541557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11407701671123505, + 0.06815315783023834, + 0.06728395819664001, + 0.18529118597507477, + 0.055349767208099365, + 0.15065337717533112, + 0.04887391999363899, + 0.12510138750076294, + 0.06158484145998955, + 0.12363141030073166 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.003618124406784773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596787333488464 + ], + "opposite_logprob_tokens": [ + -3.895596742630005 + ], + "logprob_reward": -0.020596787333488464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596787333488464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049991365522146225, + 0.014874409884214401, + 0.19555673003196716, + 0.35577771067619324, + 0.1189020425081253, + 0.034929968416690826, + 0.019864702597260475, + 0.08125180751085281, + 0.08206269890069962, + 0.04678859934210777 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.020596787333488464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890127420425415 + ], + "opposite_logprob_tokens": [ + -2.464012622833252 + ], + "logprob_reward": -0.0890127420425415, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890127420425415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08255481719970703, + 0.09005597978830338, + 0.04336831718683243, + 0.13452008366584778, + 0.016438741236925125, + 0.1830662190914154, + 0.1442854404449463, + 0.10775462538003922, + 0.03141132369637489, + 0.16654448211193085 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.0890127420425415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a richly textured black-and-white image, the camera slowly pans rightward from a level angle, following an elderly Asian man practicing Tai Chi in a park. His hair is thinning with gray, and deep wrinkles frame his face, a serene and focused expression. He wears a loose-fitting, traditional white silk Tai Chi suit, the detailed buttons clearly visible in the soft light. His body weight lowers, his arms trace smooth arcs with a steady and deliberate rhythm, his wide cuffs swaying gently, one movement flowing seamlessly into the next. Soft, diffused morning light filters through the ancient, gnarled trees in the background, casting dappled shadows on the stone path and scattered leaves. The image is characterized by high-contrast tones, with a noticeable film grain. Deep blacks, brilliant whites, and rich gradations of gray accentuate the silk texture of the man's clothing and the grain of his skin, creating an atmosphere of timeless calm, concentration, and harmony.", + "seed": 2933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_2390_seed_2933_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0499641383998096, + "vlm_logprob": -0.0499641383998096, + "vlm_yes_no_margin": 3.549999976158142, + "vlm_token_credit": -0.0499641383998096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0252402201294899 + ], + "opposite_logprob_tokens": [ + -3.775240182876587 + ], + "logprob_reward": -0.0252402201294899, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0252402201294899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16861021518707275, + 0.04996475949883461, + 0.14756153523921967, + 0.12195339053869247, + 0.04445872828364372, + 0.04575030878186226, + 0.21141491830348969, + 0.07749584317207336, + 0.05539976432919502, + 0.07739055156707764 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0252402201294899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564901262521744 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012564901262521744, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564901262521744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019636116921901703, + 0.04214555770158768, + 0.8480237126350403, + 0.011509250849485397, + 0.01935882866382599, + 0.01109390426427126, + 0.018858950585126877, + 0.012268660590052605, + 0.010566423647105694, + 0.006538644898682833 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.012564901262521744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950355436652899 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950355436652899, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950355436652899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08800362050533295, + 0.042541783303022385, + 0.37589460611343384, + 0.07993251830339432, + 0.06065181642770767, + 0.07763153314590454, + 0.06776903569698334, + 0.08428311347961426, + 0.05286845192313194, + 0.07042346149682999 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.005950355436652899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903427630662918 + ], + "opposite_logprob_tokens": [ + -2.5790343284606934 + ], + "logprob_reward": -0.07903427630662918, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903427630662918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13345173001289368, + 0.03939667344093323, + 0.32535260915756226, + 0.1066596657037735, + 0.0331324003636837, + 0.05864902585744858, + 0.06706241518259048, + 0.047138188034296036, + 0.14930512011051178, + 0.03985220566391945 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.07903427630662918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703093886375427 + ], + "opposite_logprob_tokens": [ + -2.127030849456787 + ], + "logprob_reward": -0.12703093886375427, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703093886375427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744743883609772, + 0.04649876430630684, + 0.405213326215744, + 0.20010174810886383, + 0.05044594779610634, + 0.04763789102435112, + 0.05453025549650192, + 0.021712956950068474, + 0.0287647508084774, + 0.07764696329832077 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.12703093886375427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a richly textured black-and-white image, the camera slowly pans rightward from a level angle, following an elderly Asian man practicing Tai Chi in a park. His hair is thinning with gray, and deep wrinkles frame his face, a serene and focused expression. He wears a loose-fitting, traditional white silk Tai Chi suit, the detailed buttons clearly visible in the soft light. His body weight lowers, his arms trace smooth arcs with a steady and deliberate rhythm, his wide cuffs swaying gently, one movement flowing seamlessly into the next. Soft, diffused morning light filters through the ancient, gnarled trees in the background, casting dappled shadows on the stone path and scattered leaves. The image is characterized by high-contrast tones, with a noticeable film grain. Deep blacks, brilliant whites, and rich gradations of gray accentuate the silk texture of the man's clothing and the grain of his skin, creating an atmosphere of timeless calm, concentration, and harmony.", + "seed": 2934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000092/group_9/index_2390_seed_2934_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.041037936322391035, + "vlm_logprob": -0.041037936322391035, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.041037936322391035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012601629830896854 + ], + "opposite_logprob_tokens": [ + -4.512601852416992 + ], + "logprob_reward": -0.012601629830896854, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012601629830896854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06434416025876999, + 0.028605489060282707, + 0.5021611452102661, + 0.08208242058753967, + 0.02296368218958378, + 0.12055277824401855, + 0.06603028625249863, + 0.024965155869722366, + 0.03937020152807236, + 0.04892464727163315 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.012601629830896854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256290078163147 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.01256290078163147, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256290078163147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10814619809389114, + 0.07233230024576187, + 0.0818692222237587, + 0.05614833906292915, + 0.03061426244676113, + 0.39209118485450745, + 0.04914984852075577, + 0.05573754757642746, + 0.04625355452299118, + 0.1076575443148613 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.01256290078163147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036184806376695633 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036184806376695633, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036184806376695633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282641738653183, + 0.051086921244859695, + 0.5520690083503723, + 0.033566609025001526, + 0.017386553809046745, + 0.017987744882702827, + 0.04711757227778435, + 0.018419254571199417, + 0.05122837796807289, + 0.08287381380796432 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0036184806376695633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607634499669075 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607634499669075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607634499669075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08165618777275085, + 0.0728265792131424, + 0.7089173793792725, + 0.03345111012458801, + 0.017103543505072594, + 0.012499167583882809, + 0.00652914447709918, + 0.008569780737161636, + 0.028446318581700325, + 0.030000735074281693 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01607634499669075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Asian man practicing Tai Chi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a loose-fitting white silk Tai Chi suit with visible buttons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's movement involve lowering his body weight and tracing smooth arm arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with ancient gnarled trees and a stone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan rightward from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033032536506653 + ], + "opposite_logprob_tokens": [ + -1.9103302955627441 + ], + "logprob_reward": -0.16033032536506653, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033032536506653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21529315412044525, + 0.13879624009132385, + 0.17843292653560638, + 0.08151005208492279, + 0.03517455235123634, + 0.16804084181785583, + 0.07987111806869507, + 0.037124354392290115, + 0.04544694349169731, + 0.020309850573539734 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.16033032536506653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_tensor([6234, 6234])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_tensor([6234, 6234])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..03290948113cb7d9bb0be83978301bf10f7b65ca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_tensor([6234, 6234])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from an extremely low angle, the camera slowly and steadily tilts upward, following a massive, cylindrical, translucent incubator as it steadily and calmly emerges from a bottomless pool of murky liquid with a solemn and silent gesture. The interior of the chamber is filled with a mysterious liquid emitting a faint blue-green glow, the sole source of light in the darkness. Its cold light illuminates the large and small droplets of condensation on the smooth, curved surface of the chamber's walls, which slowly slide down like teardrops, leaving behind a trail of wetness. Through the slightly frosted, high-tech polymer walls, countless fine bubbles of liquid can be clearly seen, irregularly and continuously rising from the depths. Glinting like tiny stars in the light from within, they shimmer like tiny stars. The light from the incubator casts unpredictable reflections and cold outlines on the huge metal structure and intricate pipes in the background that are almost swallowed by the darkness. The entire picture is based on deep black and metallic dark gray, penetrated by the blue-green core light, creating an extremely quiet and intense science fiction suspense atmosphere, as if some great life is being awakened.", + "seed": 10501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_6234_seed_10501_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06862603959161788, + "vlm_logprob": -0.06862603959161788, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.06862603959161788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26317012310028076 + ], + "opposite_logprob_tokens": [ + -1.6381701231002808 + ], + "logprob_reward": -0.26317012310028076, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.26317012310028076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926458179950714, + 0.16917265951633453, + 0.020538603886961937, + 0.059855107218027115, + 0.33699333667755127, + 0.014671840704977512, + 0.050519611686468124, + 0.02734435722231865, + 0.0833546593785286, + 0.04490405693650246 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.26317012310028076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210172548890114 + ], + "opposite_logprob_tokens": [ + -2.8121018409729004 + ], + "logprob_reward": -0.06210172548890114, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210172548890114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728747934103012, + 0.0764966681599617, + 0.05339181423187256, + 0.0504271574318409, + 0.15971510112285614, + 0.03463184833526611, + 0.09727640450000763, + 0.06599035114049911, + 0.18622948229312897, + 0.10296646505594254 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.06210172548890114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108983252197504 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.01108983252197504, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108983252197504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07885291427373886, + 0.10122556239366531, + 0.03944070637226105, + 0.07042666524648666, + 0.16827881336212158, + 0.030070386826992035, + 0.033058635890483856, + 0.06638254970312119, + 0.2839706838130951, + 0.12829306721687317 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.01108983252197504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015159078175202012 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015159078175202012, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015159078175202012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28010979294776917, + 0.056206997483968735, + 0.033454377204179764, + 0.0449695885181427, + 0.1643836349248886, + 0.019535169005393982, + 0.0654485672712326, + 0.0653165727853775, + 0.088661327958107, + 0.18191400170326233 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0015159078175202012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18170693516731262, + 0.03463387489318848, + 0.022648384794592857, + 0.051295969635248184, + 0.2451411336660385, + 0.035742104053497314, + 0.11756714433431625, + 0.0825931653380394, + 0.1352594494819641, + 0.0934118703007698 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.00525260902941227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly and steadily tilts upward, following a massive, cylindrical, translucent incubator as it steadily and calmly emerges from a bottomless pool of murky liquid with a solemn and silent gesture. The interior of the chamber is filled with a mysterious liquid emitting a faint blue-green glow, the sole source of light in the darkness. Its cold light illuminates the large and small droplets of condensation on the smooth, curved surface of the chamber's walls, which slowly slide down like teardrops, leaving behind a trail of wetness. Through the slightly frosted, high-tech polymer walls, countless fine bubbles of liquid can be clearly seen, irregularly and continuously rising from the depths. Glinting like tiny stars in the light from within, they shimmer like tiny stars. The light from the incubator casts unpredictable reflections and cold outlines on the huge metal structure and intricate pipes in the background that are almost swallowed by the darkness. The entire picture is based on deep black and metallic dark gray, penetrated by the blue-green core light, creating an extremely quiet and intense science fiction suspense atmosphere, as if some great life is being awakened.", + "seed": 10502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_6234_seed_10502_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09141982800792903, + "vlm_logprob": -0.09141982800792903, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.09141982800792903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3446643650531769 + ], + "opposite_logprob_tokens": [ + -1.3446643352508545 + ], + "logprob_reward": -0.3446643650531769, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3446643650531769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15364493429660797, + 0.05026191845536232, + 0.08544612675905228, + 0.05524219572544098, + 0.15602141618728638, + 0.055505041033029556, + 0.09490207582712173, + 0.06686372309923172, + 0.2212691307067871, + 0.060843419283628464 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.3446643650531769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037167370319366 + ], + "opposite_logprob_tokens": [ + -2.3503715991973877 + ], + "logprob_reward": -0.10037167370319366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037167370319366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11775995045900345, + 0.055919092148542404, + 0.061874642968177795, + 0.02789446897804737, + 0.07532396912574768, + 0.04618633911013603, + 0.06223164498806, + 0.08668548613786697, + 0.43588367104530334, + 0.030240770429372787 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.10037167370319366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10352259874343872, + 0.07949583977460861, + 0.12752756476402283, + 0.06819821894168854, + 0.15289461612701416, + 0.0527556873857975, + 0.10700169950723648, + 0.14440801739692688, + 0.10368479043245316, + 0.060510966926813126 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009223736124113202 + ], + "opposite_logprob_tokens": [ + -7.000922203063965 + ], + "logprob_reward": -0.0009223736124113202, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009223736124113202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08198874443769455, + 0.07202906906604767, + 0.05408523976802826, + 0.04945434629917145, + 0.35076484084129333, + 0.020364444702863693, + 0.04058990627527237, + 0.050218164920806885, + 0.2103303223848343, + 0.07017497718334198 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0009223736124113202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024901593569666147 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024901593569666147, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024901593569666147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09871453791856766, + 0.08382266014814377, + 0.041788533329963684, + 0.09629300981760025, + 0.40383586287498474, + 0.0297355055809021, + 0.024939920753240585, + 0.015165790915489197, + 0.16409657895565033, + 0.041607607156038284 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0024901593569666147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly and steadily tilts upward, following a massive, cylindrical, translucent incubator as it steadily and calmly emerges from a bottomless pool of murky liquid with a solemn and silent gesture. The interior of the chamber is filled with a mysterious liquid emitting a faint blue-green glow, the sole source of light in the darkness. Its cold light illuminates the large and small droplets of condensation on the smooth, curved surface of the chamber's walls, which slowly slide down like teardrops, leaving behind a trail of wetness. Through the slightly frosted, high-tech polymer walls, countless fine bubbles of liquid can be clearly seen, irregularly and continuously rising from the depths. Glinting like tiny stars in the light from within, they shimmer like tiny stars. The light from the incubator casts unpredictable reflections and cold outlines on the huge metal structure and intricate pipes in the background that are almost swallowed by the darkness. The entire picture is based on deep black and metallic dark gray, penetrated by the blue-green core light, creating an extremely quiet and intense science fiction suspense atmosphere, as if some great life is being awakened.", + "seed": 10503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_6234_seed_10503_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07410149693023413, + "vlm_logprob": -0.07410149693023413, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.07410149693023413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3169293701648712 + ], + "opposite_logprob_tokens": [ + -1.4419293403625488 + ], + "logprob_reward": -0.3169293701648712, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.3169293701648712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8461946249008179, + 0.01566721871495247, + 0.01645643077790737, + 0.011980689130723476, + 0.0325126126408577, + 0.023983296006917953, + 0.010780105367302895, + 0.02273000217974186, + 0.014434785582125187, + 0.005260229576379061 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.3169293701648712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020628083497285843 + ], + "opposite_logprob_tokens": [ + -3.895627975463867 + ], + "logprob_reward": -0.020628083497285843, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020628083497285843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3454497456550598, + 0.04325934126973152, + 0.05851320922374725, + 0.058921873569488525, + 0.1140441969037056, + 0.05586601793766022, + 0.06090128421783447, + 0.20390737056732178, + 0.022404145449399948, + 0.03673282265663147 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.020628083497285843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367442682385445 + ], + "opposite_logprob_tokens": [ + -3.651367425918579 + ], + "logprob_reward": -0.026367442682385445, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367442682385445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.481803297996521, + 0.16574564576148987, + 0.056186772882938385, + 0.025416139513254166, + 0.11950215697288513, + 0.027874043211340904, + 0.017824910581111908, + 0.05660029500722885, + 0.03916209936141968, + 0.009884679690003395 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026367442682385445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943962532095611 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943962532095611, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943962532095611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083918884396553, + 0.40660378336906433, + 0.09749919176101685, + 0.04777355492115021, + 0.08276302367448807, + 0.057422932237386703, + 0.11106836795806885, + 0.04279389604926109, + 0.02621290273964405, + 0.01947040669620037 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.001943962532095611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4424120783805847, + 0.195468008518219, + 0.038356732577085495, + 0.050197161734104156, + 0.06273016333580017, + 0.03486933186650276, + 0.02008628472685814, + 0.07508274167776108, + 0.03326856717467308, + 0.04752887412905693 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0046386257745325565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly and steadily tilts upward, following a massive, cylindrical, translucent incubator as it steadily and calmly emerges from a bottomless pool of murky liquid with a solemn and silent gesture. The interior of the chamber is filled with a mysterious liquid emitting a faint blue-green glow, the sole source of light in the darkness. Its cold light illuminates the large and small droplets of condensation on the smooth, curved surface of the chamber's walls, which slowly slide down like teardrops, leaving behind a trail of wetness. Through the slightly frosted, high-tech polymer walls, countless fine bubbles of liquid can be clearly seen, irregularly and continuously rising from the depths. Glinting like tiny stars in the light from within, they shimmer like tiny stars. The light from the incubator casts unpredictable reflections and cold outlines on the huge metal structure and intricate pipes in the background that are almost swallowed by the darkness. The entire picture is based on deep black and metallic dark gray, penetrated by the blue-green core light, creating an extremely quiet and intense science fiction suspense atmosphere, as if some great life is being awakened.", + "seed": 10504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_0/index_6234_seed_10504_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06741564309922979, + "vlm_logprob": -0.06741564309922979, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.06741564309922979, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1770903468132019 + ], + "opposite_logprob_tokens": [ + -1.9270904064178467 + ], + "logprob_reward": -0.1770903468132019, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1770903468132019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14215144515037537, + 0.055277545005083084, + 0.12311474978923798, + 0.15196911990642548, + 0.22730179131031036, + 0.041967302560806274, + 0.12197291105985641, + 0.03844630718231201, + 0.06613244116306305, + 0.03166642412543297 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.1770903468132019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284344017505646 + ], + "opposite_logprob_tokens": [ + -2.01784348487854 + ], + "logprob_reward": -0.14284344017505646, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284344017505646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14220182597637177, + 0.04931052774190903, + 0.1498701572418213, + 0.20345880091190338, + 0.116200752556324, + 0.18931947648525238, + 0.06165548413991928, + 0.033663783222436905, + 0.029120706021785736, + 0.02519841492176056 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.14284344017505646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255230512470007 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.01255230512470007, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255230512470007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19452740252017975, + 0.06543246656656265, + 0.07786139100790024, + 0.19146597385406494, + 0.10256461054086685, + 0.10752760618925095, + 0.07388020306825638, + 0.04833308607339859, + 0.10261613130569458, + 0.03579118102788925 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.01255230512470007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004968600696884096 + ], + "opposite_logprob_tokens": [ + -7.625496864318848 + ], + "logprob_reward": -0.0004968600696884096, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004968600696884096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12817491590976715, + 0.13853421807289124, + 0.08028896152973175, + 0.14571066200733185, + 0.07089020311832428, + 0.16410818696022034, + 0.06584145128726959, + 0.1011074110865593, + 0.061042677611112595, + 0.044301293790340424 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.0004968600696884096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive cylindrical translucent incubator emerging from a bottomless pool of murky liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the incubator emit a faint blue-green glow that illuminates condensation droplets sliding down its walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by deep black and metallic dark gray tones with a blue-green core light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1361783891916275, + 0.07010197639465332, + 0.14722253382205963, + 0.15490376949310303, + 0.0534760020673275, + 0.2164878398180008, + 0.07305385172367096, + 0.05823700129985809, + 0.07555245608091354, + 0.014786173589527607 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.004095263313502073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_tensor([3759, 3759])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_tensor([3759, 3759])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..40d5377ee608f3da45a8a679fd26aad3c594f74c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_tensor([3759, 3759])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward tilt, close-up captures an ancient scroll depicting a map of the stars, rising majestically and steadily from a shimmering, dreamlike lake. The water, a deep indigo, its surface like liquid gemstone, reflects the light cast by fantastical sources in the sky, creating a dazzling spectacle. The scroll, made of yellowed, frayed parchment, is fixed at both ends to a rustic wooden shaft. Crystal-clear drops of water carefully trickle down its rough edges, eventually dripping into the water below, creating tiny ripples. As the scroll ascends, the camera focuses on an intricate constellation pattern meticulously inscribed in deep blue and gold ink. Some of these ancient, mysteriously luminous runes emit a soft, rhythmic, pale blue light, as if breathing. The entire scene is immersed in a saturated, fairytale hue, enveloping everything with a magical halo of violet and magenta, creating an atmosphere of profound mystery, tranquility, and ancient magic.", + "seed": 15969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_3759_seed_15969_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05953558632172644, + "vlm_logprob": -0.05953558632172644, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.05953558632172644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055272214114665985 + ], + "opposite_logprob_tokens": [ + -2.930272102355957 + ], + "logprob_reward": -0.055272214114665985, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055272214114665985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28319457173347473, + 0.0599270798265934, + 0.02298695594072342, + 0.029253805056214333, + 0.22650626301765442, + 0.03566818684339523, + 0.09516450762748718, + 0.044859737157821655, + 0.09881259500980377, + 0.1036263108253479 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.055272214114665985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086412705481052 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086412705481052, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086412705481052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21190662682056427, + 0.3787367045879364, + 0.029919400811195374, + 0.017087716609239578, + 0.04791731387376785, + 0.021984180435538292, + 0.018237590789794922, + 0.18734736740589142, + 0.0462973527610302, + 0.04056572541594505 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.011086412705481052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028234163764864206 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028234163764864206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028234163764864206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17358162999153137, + 0.05174799636006355, + 0.027638915926218033, + 0.03629814088344574, + 0.0850386843085289, + 0.10098141431808472, + 0.11075233668088913, + 0.2709536552429199, + 0.058465342968702316, + 0.084541916847229 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0028234163764864206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864955693483353 + ], + "opposite_logprob_tokens": [ + -3.048649549484253 + ], + "logprob_reward": -0.04864955693483353, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864955693483353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.279418408870697, + 0.14897948503494263, + 0.027026265859603882, + 0.021822962909936905, + 0.09678495675325394, + 0.04280286282300949, + 0.0291559137403965, + 0.2245628833770752, + 0.0838044062256813, + 0.04564189165830612 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04864955693483353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984633147716522 + ], + "opposite_logprob_tokens": [ + -1.8048462867736816 + ], + "logprob_reward": -0.17984633147716522, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984633147716522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16952021420001984, + 0.07385077327489853, + 0.023584458976984024, + 0.027884958311915398, + 0.08474557101726532, + 0.03469974920153618, + 0.07860109210014343, + 0.3683178424835205, + 0.04809251055121422, + 0.09070274978876114 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.17984633147716522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt, close-up captures an ancient scroll depicting a map of the stars, rising majestically and steadily from a shimmering, dreamlike lake. The water, a deep indigo, its surface like liquid gemstone, reflects the light cast by fantastical sources in the sky, creating a dazzling spectacle. The scroll, made of yellowed, frayed parchment, is fixed at both ends to a rustic wooden shaft. Crystal-clear drops of water carefully trickle down its rough edges, eventually dripping into the water below, creating tiny ripples. As the scroll ascends, the camera focuses on an intricate constellation pattern meticulously inscribed in deep blue and gold ink. Some of these ancient, mysteriously luminous runes emit a soft, rhythmic, pale blue light, as if breathing. The entire scene is immersed in a saturated, fairytale hue, enveloping everything with a magical halo of violet and magenta, creating an atmosphere of profound mystery, tranquility, and ancient magic.", + "seed": 15970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_3759_seed_15970_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06553603075444699, + "vlm_logprob": -0.06553603075444699, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06553603075444699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1801123023033142 + ], + "opposite_logprob_tokens": [ + -1.805112361907959 + ], + "logprob_reward": -0.1801123023033142, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1801123023033142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15486769378185272, + 0.03194644674658775, + 0.03275187313556671, + 0.05155663564801216, + 0.42506152391433716, + 0.06622342765331268, + 0.07863994687795639, + 0.0571739636361599, + 0.05052240192890167, + 0.05125612020492554 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.1801123023033142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298555985093117 + ], + "opposite_logprob_tokens": [ + -3.773298501968384 + ], + "logprob_reward": -0.023298555985093117, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298555985093117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19088220596313477, + 0.03148515149950981, + 0.01698315516114235, + 0.02236701175570488, + 0.061528559774160385, + 0.06508579850196838, + 0.38176584243774414, + 0.11512842774391174, + 0.037190359085798264, + 0.07758348435163498 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.023298555985093117 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978671945631504 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.00978671945631504, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978671945631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06671606004238129, + 0.020604824647307396, + 0.024767804890871048, + 0.04990331456065178, + 0.13391737639904022, + 0.08878014236688614, + 0.42546209692955017, + 0.1061500608921051, + 0.039270710200071335, + 0.044427674263715744 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.00978671945631504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809691250324249, + 0.0254730936139822, + 0.013407415710389614, + 0.011167649179697037, + 0.14463290572166443, + 0.08486220985651016, + 0.4581120014190674, + 0.040734291076660156, + 0.07181867957115173, + 0.041694849729537964 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.014195652678608894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028692334890366 + ], + "opposite_logprob_tokens": [ + -2.3502869606018066 + ], + "logprob_reward": -0.10028692334890366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028692334890366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07547345012426376, + 0.06149179860949516, + 0.017126193270087242, + 0.03815843164920807, + 0.12339086085557938, + 0.07787804305553436, + 0.27403706312179565, + 0.08607757091522217, + 0.15898901224136353, + 0.08737758547067642 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.10028692334890366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt, close-up captures an ancient scroll depicting a map of the stars, rising majestically and steadily from a shimmering, dreamlike lake. The water, a deep indigo, its surface like liquid gemstone, reflects the light cast by fantastical sources in the sky, creating a dazzling spectacle. The scroll, made of yellowed, frayed parchment, is fixed at both ends to a rustic wooden shaft. Crystal-clear drops of water carefully trickle down its rough edges, eventually dripping into the water below, creating tiny ripples. As the scroll ascends, the camera focuses on an intricate constellation pattern meticulously inscribed in deep blue and gold ink. Some of these ancient, mysteriously luminous runes emit a soft, rhythmic, pale blue light, as if breathing. The entire scene is immersed in a saturated, fairytale hue, enveloping everything with a magical halo of violet and magenta, creating an atmosphere of profound mystery, tranquility, and ancient magic.", + "seed": 15971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_3759_seed_15971_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2693998344242573, + "vlm_logprob": -0.2693998344242573, + "vlm_yes_no_margin": 2.425000011920929, + "vlm_token_credit": -0.2693998344242573, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.054234266281128 + ], + "opposite_logprob_tokens": [ + -0.4292343258857727 + ], + "logprob_reward": -1.054234266281128, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.054234266281128, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08915012329816818, + 0.0540476031601429, + 0.02622566744685173, + 0.04690511152148247, + 0.05847860127687454, + 0.023414861410856247, + 0.03958526626229286, + 0.10173317790031433, + 0.5009655356407166, + 0.05949396267533302 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -1.054234266281128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319635540246964 + ], + "opposite_logprob_tokens": [ + -3.773319721221924 + ], + "logprob_reward": -0.023319635540246964, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319635540246964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2945527136325836, + 0.08425959944725037, + 0.06720403581857681, + 0.08309737592935562, + 0.04629179462790489, + 0.07396413385868073, + 0.06458522379398346, + 0.19196565449237823, + 0.05124003067612648, + 0.042839400470256805 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023319635540246964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059526927769184 + ], + "opposite_logprob_tokens": [ + -3.8955953121185303 + ], + "logprob_reward": -0.02059526927769184, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059526927769184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.152426078915596, + 0.053481098264455795, + 0.1133376881480217, + 0.19122394919395447, + 0.07828978449106216, + 0.034141551703214645, + 0.09393772482872009, + 0.19149737060070038, + 0.05165937915444374, + 0.040005363523960114 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.02059526927769184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296458646655083 + ], + "opposite_logprob_tokens": [ + -3.773296356201172 + ], + "logprob_reward": -0.023296458646655083, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296458646655083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09830125421285629, + 0.10705183446407318, + 0.03672635182738304, + 0.032570380717515945, + 0.10222705453634262, + 0.02003382332623005, + 0.0466780886054039, + 0.16822423040866852, + 0.3610904812812805, + 0.027096446603536606 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.023296458646655083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555354237556458 + ], + "opposite_logprob_tokens": [ + -1.6005535125732422 + ], + "logprob_reward": -0.22555354237556458, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555354237556458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133475661277771, + 0.22529932856559753, + 0.053148772567510605, + 0.04491989687085152, + 0.10058670490980148, + 0.039854127913713455, + 0.033661823719739914, + 0.07880764454603195, + 0.2333323061466217, + 0.056913796812295914 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.22555354237556458 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt, close-up captures an ancient scroll depicting a map of the stars, rising majestically and steadily from a shimmering, dreamlike lake. The water, a deep indigo, its surface like liquid gemstone, reflects the light cast by fantastical sources in the sky, creating a dazzling spectacle. The scroll, made of yellowed, frayed parchment, is fixed at both ends to a rustic wooden shaft. Crystal-clear drops of water carefully trickle down its rough edges, eventually dripping into the water below, creating tiny ripples. As the scroll ascends, the camera focuses on an intricate constellation pattern meticulously inscribed in deep blue and gold ink. Some of these ancient, mysteriously luminous runes emit a soft, rhythmic, pale blue light, as if breathing. The entire scene is immersed in a saturated, fairytale hue, enveloping everything with a magical halo of violet and magenta, creating an atmosphere of profound mystery, tranquility, and ancient magic.", + "seed": 15972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_1/index_3759_seed_15972_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12432303461246193, + "vlm_logprob": -0.12432303461246193, + "vlm_yes_no_margin": 3.400000011920929, + "vlm_token_credit": -0.12432303461246193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290844798088074 + ], + "opposite_logprob_tokens": [ + -1.0540845394134521 + ], + "logprob_reward": -0.4290844798088074, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4290844798088074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11896992474794388, + 0.07559876888990402, + 0.15686063468456268, + 0.16764068603515625, + 0.02778063714504242, + 0.16315896809101105, + 0.03059559129178524, + 0.07582161575555801, + 0.0637311115860939, + 0.1198420524597168 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.4290844798088074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13072501122951508, + 0.12885349988937378, + 0.19271796941757202, + 0.11493504792451859, + 0.09581591188907623, + 0.06579717248678207, + 0.036110978573560715, + 0.061967816203832626, + 0.09560257941484451, + 0.07747410237789154 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07939346134662628, + 0.08534757792949677, + 0.10031826794147491, + 0.16794870793819427, + 0.22126184403896332, + 0.12807023525238037, + 0.017675459384918213, + 0.03423310071229935, + 0.0834960788488388, + 0.0822552964091301 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.0019406310748308897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063323244452477 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063323244452477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063323244452477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11538872867822647, + 0.12420239299535751, + 0.08842413872480392, + 0.1739543080329895, + 0.06335276365280151, + 0.14446787536144257, + 0.040830519050359726, + 0.1811796873807907, + 0.02593950740993023, + 0.04226010665297508 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.016063323244452477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is an ancient scroll depicting a map of the stars rising upward from a lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lake water deep indigo with a surface resembling liquid gemstone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scroll made of yellowed, frayed parchment fixed to a rustic wooden shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-clear water drops trickle down the scroll's edges and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow upward tilt while focusing on the scroll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032180190086365 + ], + "opposite_logprob_tokens": [ + -1.910321831703186 + ], + "logprob_reward": -0.16032180190086365, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032180190086365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07169558852910995, + 0.09049481898546219, + 0.30708613991737366, + 0.12843236327171326, + 0.19939501583576202, + 0.038946203887462616, + 0.04823211953043938, + 0.025488190352916718, + 0.0375378355383873, + 0.052691709250211716 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.16032180190086365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_tensor([2243, 2243])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_tensor([2243, 2243])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fab57727dd66844a3d8d9cfc814704d29c0819d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_tensor([2243, 2243])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera executes a slow, disorienting orbit, beginning with a medium shot of a breathtakingly beautiful concubine of East Asian descent, seated serenely on a massive throne composed of jet-black, polished obsidian and a massive fossilized rib. She wears a robe of ancient, heavy crimson silk embroidered with intricate, dark patterns. Her hair is styled in intricate, traditional curls, secured with bone-white pins, and her face is a serene mask of porcelain skin and high cheekbones. This fragile calm is shattered when a perfectly formed eyelid twitches involuntarily, a tiny tremor betraying a hidden tension. As the camera continues its circular, almost breathtaking path, the room's eerie, living architecture is revealed: the walls are a seamless fusion of polished bone and black rubber tubing that pulsates in a slow, rhythmic rhythm. As her hands rest motionless on the throne's arms, a cold, clinical light emanating from an unseen source gleams on the hard, carapace-like surface of her black-lacquered nails. The track reveals more of the environment, with a thick, oily fluid slowly dripping from metal veins embedded in the living walls, creating an atmosphere of beautiful decay that is oppressive, sterile, and deeply unsettling.", + "seed": 10798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_2243_seed_10798_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05042993687093258, + "vlm_logprob": -0.05042993687093258, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05042993687093258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03504031151533127 + ], + "opposite_logprob_tokens": [ + -3.4100403785705566 + ], + "logprob_reward": -0.03504031151533127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03504031151533127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2984867990016937, + 0.03156530484557152, + 0.09351565688848495, + 0.06940167397260666, + 0.0984295979142189, + 0.05447530373930931, + 0.029148247092962265, + 0.10615210235118866, + 0.06956995278596878, + 0.14925535023212433 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03504031151533127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608583465218544 + ], + "opposite_logprob_tokens": [ + -3.89560866355896 + ], + "logprob_reward": -0.020608583465218544, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608583465218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17302221059799194, + 0.04932622238993645, + 0.11357239633798599, + 0.0868484377861023, + 0.023802563548088074, + 0.09456164389848709, + 0.03704706206917763, + 0.06735056638717651, + 0.09547299891710281, + 0.2589958608150482 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.020608583465218544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410179328173399 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.00410179328173399, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410179328173399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1104622483253479, + 0.050940025597810745, + 0.05863158777356148, + 0.5404523015022278, + 0.031300611793994904, + 0.04483933374285698, + 0.025680353865027428, + 0.07667004317045212, + 0.033949114382267, + 0.02707432024180889 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.00410179328173399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985858023166656 + ], + "opposite_logprob_tokens": [ + -1.8048585653305054 + ], + "logprob_reward": -0.17985858023166656, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985858023166656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14568296074867249, + 0.02945995330810547, + 0.03914754092693329, + 0.3380371630191803, + 0.026080699637532234, + 0.03509778529405594, + 0.042984671890735626, + 0.12475839257240295, + 0.03594997525215149, + 0.18280088901519775 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.17985858023166656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540415860712528 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540415860712528, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540415860712528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356215626001358, + 0.059784919023513794, + 0.057164572179317474, + 0.04356539994478226, + 0.030932364985346794, + 0.17114461958408356, + 0.052646178752183914, + 0.19290120899677277, + 0.07616723328828812, + 0.18007194995880127 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.012540415860712528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a slow, disorienting orbit, beginning with a medium shot of a breathtakingly beautiful concubine of East Asian descent, seated serenely on a massive throne composed of jet-black, polished obsidian and a massive fossilized rib. She wears a robe of ancient, heavy crimson silk embroidered with intricate, dark patterns. Her hair is styled in intricate, traditional curls, secured with bone-white pins, and her face is a serene mask of porcelain skin and high cheekbones. This fragile calm is shattered when a perfectly formed eyelid twitches involuntarily, a tiny tremor betraying a hidden tension. As the camera continues its circular, almost breathtaking path, the room's eerie, living architecture is revealed: the walls are a seamless fusion of polished bone and black rubber tubing that pulsates in a slow, rhythmic rhythm. As her hands rest motionless on the throne's arms, a cold, clinical light emanating from an unseen source gleams on the hard, carapace-like surface of her black-lacquered nails. The track reveals more of the environment, with a thick, oily fluid slowly dripping from metal veins embedded in the living walls, creating an atmosphere of beautiful decay that is oppressive, sterile, and deeply unsettling.", + "seed": 10799, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_2243_seed_10799_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02659776834771037, + "vlm_logprob": -0.02659776834771037, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02659776834771037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027172090485692024 + ], + "opposite_logprob_tokens": [ + -3.652172088623047 + ], + "logprob_reward": -0.027172090485692024, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027172090485692024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31283506751060486, + 0.18528644740581512, + 0.08200886100530624, + 0.1021197959780693, + 0.13730160892009735, + 0.03755127266049385, + 0.025334158912301064, + 0.038309574127197266, + 0.046460043638944626, + 0.03279322758316994 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.027172090485692024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085094541311264 + ], + "opposite_logprob_tokens": [ + -3.1680850982666016 + ], + "logprob_reward": -0.043085094541311264, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085094541311264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2707136571407318, + 0.16988107562065125, + 0.05786673352122307, + 0.07454577833414078, + 0.11758767813444138, + 0.045724112540483475, + 0.04616527631878853, + 0.058246102184057236, + 0.06494145840406418, + 0.09432816505432129 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043085094541311264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3208763003349304, + 0.09840448945760727, + 0.049897823482751846, + 0.05243479087948799, + 0.1776927262544632, + 0.05565221607685089, + 0.04864131286740303, + 0.057283833622932434, + 0.0704369843006134, + 0.068679578602314 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0036196685396134853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304889962077141 + ], + "opposite_logprob_tokens": [ + -3.168048858642578 + ], + "logprob_reward": -0.04304889962077141, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304889962077141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10635703057050705, + 0.05322463810443878, + 0.06571021676063538, + 0.24615268409252167, + 0.151974618434906, + 0.08033520728349686, + 0.04802714288234711, + 0.1058356761932373, + 0.06999139487743378, + 0.07239145040512085 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.04304889962077141 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063088551163673 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063088551163673, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063088551163673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18412044644355774, + 0.06488324701786041, + 0.0526481494307518, + 0.08129806816577911, + 0.2944812476634979, + 0.019919294863939285, + 0.017956065014004707, + 0.06195583567023277, + 0.12838612496852875, + 0.09435147792100906 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.016063088551163673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a slow, disorienting orbit, beginning with a medium shot of a breathtakingly beautiful concubine of East Asian descent, seated serenely on a massive throne composed of jet-black, polished obsidian and a massive fossilized rib. She wears a robe of ancient, heavy crimson silk embroidered with intricate, dark patterns. Her hair is styled in intricate, traditional curls, secured with bone-white pins, and her face is a serene mask of porcelain skin and high cheekbones. This fragile calm is shattered when a perfectly formed eyelid twitches involuntarily, a tiny tremor betraying a hidden tension. As the camera continues its circular, almost breathtaking path, the room's eerie, living architecture is revealed: the walls are a seamless fusion of polished bone and black rubber tubing that pulsates in a slow, rhythmic rhythm. As her hands rest motionless on the throne's arms, a cold, clinical light emanating from an unseen source gleams on the hard, carapace-like surface of her black-lacquered nails. The track reveals more of the environment, with a thick, oily fluid slowly dripping from metal veins embedded in the living walls, creating an atmosphere of beautiful decay that is oppressive, sterile, and deeply unsettling.", + "seed": 10800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_2243_seed_10800_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03156416863203049, + "vlm_logprob": -0.03156416863203049, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03156416863203049, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027696218341588974 + ], + "opposite_logprob_tokens": [ + -3.652696132659912 + ], + "logprob_reward": -0.027696218341588974, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027696218341588974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2633892893791199, + 0.06172069534659386, + 0.009768388234078884, + 0.32683420181274414, + 0.017758267000317574, + 0.010152079164981842, + 0.08479730039834976, + 0.1264282613992691, + 0.027994336560368538, + 0.07115717232227325 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.027696218341588974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023313695564866066 + ], + "opposite_logprob_tokens": [ + -3.7733137607574463 + ], + "logprob_reward": -0.023313695564866066, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023313695564866066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3988734483718872, + 0.289629727602005, + 0.05417695268988609, + 0.06996726244688034, + 0.06045420467853546, + 0.026950152590870857, + 0.015341879799962044, + 0.0363248735666275, + 0.01388621237128973, + 0.03439535200595856 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023313695564866066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259960889816284 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005259960889816284, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259960889816284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1992443948984146, + 0.049503836780786514, + 0.017084956169128418, + 0.49243220686912537, + 0.009930928237736225, + 0.01392015628516674, + 0.0795479342341423, + 0.08470349758863449, + 0.028052160516381264, + 0.02557990327477455 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.005259960889816284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901361376047134 + ], + "opposite_logprob_tokens": [ + -2.4640135765075684 + ], + "logprob_reward": -0.08901361376047134, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901361376047134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3468950390815735, + 0.04929180443286896, + 0.019578132778406143, + 0.09482558816671371, + 0.026988323777914047, + 0.04228271171450615, + 0.2157876342535019, + 0.16862788796424866, + 0.019550368189811707, + 0.016172517091035843 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.08901361376047134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41365256905555725, + 0.07537530362606049, + 0.05743828043341637, + 0.10208204388618469, + 0.05995362624526024, + 0.04400967061519623, + 0.13570743799209595, + 0.058176130056381226, + 0.013188066892325878, + 0.04041685536503792 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.012537354603409767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a slow, disorienting orbit, beginning with a medium shot of a breathtakingly beautiful concubine of East Asian descent, seated serenely on a massive throne composed of jet-black, polished obsidian and a massive fossilized rib. She wears a robe of ancient, heavy crimson silk embroidered with intricate, dark patterns. Her hair is styled in intricate, traditional curls, secured with bone-white pins, and her face is a serene mask of porcelain skin and high cheekbones. This fragile calm is shattered when a perfectly formed eyelid twitches involuntarily, a tiny tremor betraying a hidden tension. As the camera continues its circular, almost breathtaking path, the room's eerie, living architecture is revealed: the walls are a seamless fusion of polished bone and black rubber tubing that pulsates in a slow, rhythmic rhythm. As her hands rest motionless on the throne's arms, a cold, clinical light emanating from an unseen source gleams on the hard, carapace-like surface of her black-lacquered nails. The track reveals more of the environment, with a thick, oily fluid slowly dripping from metal veins embedded in the living walls, creating an atmosphere of beautiful decay that is oppressive, sterile, and deeply unsettling.", + "seed": 10801, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_10/index_2243_seed_10801_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030141777964308857, + "vlm_logprob": -0.030141777964308857, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.030141777964308857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038662414997816086 + ], + "opposite_logprob_tokens": [ + -3.2886624336242676 + ], + "logprob_reward": -0.038662414997816086, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038662414997816086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19485366344451904, + 0.09130515158176422, + 0.11873504519462585, + 0.04911787062883377, + 0.061456434428691864, + 0.06086631491780281, + 0.06187531724572182, + 0.2838912904262543, + 0.0391756072640419, + 0.03872327134013176 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.038662414997816086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087019816040993 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087019816040993, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087019816040993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16281473636627197, + 0.11300094425678253, + 0.21821804344654083, + 0.049799513071775436, + 0.025993742048740387, + 0.024339251220226288, + 0.07929115742444992, + 0.1689205765724182, + 0.09677449613809586, + 0.06084752455353737 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.016087019816040993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2658223509788513, + 0.08833646774291992, + 0.09207689017057419, + 0.08729136735200882, + 0.1035495325922966, + 0.03675580769777298, + 0.0732080340385437, + 0.15221497416496277, + 0.05390641838312149, + 0.04683820530772209 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.002820087829604745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895100116729736 + ], + "opposite_logprob_tokens": [ + -2.578950881958008 + ], + "logprob_reward": -0.07895100116729736, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895100116729736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04975254088640213, + 0.05592368543148041, + 0.12597955763339996, + 0.02039569802582264, + 0.020650658756494522, + 0.026972748339176178, + 0.067290298640728, + 0.544169008731842, + 0.06920298933982849, + 0.019662832841277122 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.07895100116729736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman of East Asian descent seated on a throne?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the throne composed of jet-black polished obsidian and a massive fossilized rib?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a heavy crimson silk robe with intricate dark patterns and bone-white hair pins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, circular orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the walls depicted as a fusion of polished bone and black rubber tubing that pulsates rhythmically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188366010785103 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188366010785103, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188366010785103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33927759528160095, + 0.04764512553811073, + 0.09977156668901443, + 0.04334258660674095, + 0.029129229485988617, + 0.04160824045538902, + 0.13080473244190216, + 0.1095687597990036, + 0.10168106853961945, + 0.05717115104198456 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.014188366010785103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_tensor([5150, 5150])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_tensor([5150, 5150])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f6434cdcb97b56cb1102b7b18660ea47baf986 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_tensor([5150, 5150])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tracking medium shot, shot from a soft high angle and using a striking shallow depth of field, focuses entirely on a lovely, anthropomorphic boat struggling to sail. The boat features a round, brightly red-painted wooden hull and a small, white cockpit. A small, yellow funnel on the roof intermittently emits fluffy clouds of cartoonish steam. Its most striking features are a pair of large, determined, and slightly nervous cartoon eyes on the bow, and a small, strained mouth. The boat sails on a fairytale-like animated map of the Arctic route, which itself has a warm parchment texture. The \"ocean\" it inhabits is composed of stylized, layered, deep-blue cartoon waves, each edged with a sharp white rim. They rise and fall violently, repeatedly lifting and plunging the boat. Thanks to the shallow depth of field, the glaciers and continental outlines in the background, representing map elements, are rendered as soft, out-of-focus blocks of pale blue and white, subtly blurring details and dramatically highlighting the struggles and efforts of the small boat in the foreground. The entire scene is bathed in a soft, warm light, adding a touch of magic to the cartoon-style imagery and creating an atmosphere of adventure that is both tense and heartwarming.", + "seed": 11840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_5150_seed_11840_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00798438978381455, + "vlm_logprob": -0.00798438978381455, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.00798438978381455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005459517706185579 + ], + "opposite_logprob_tokens": [ + -5.380459308624268 + ], + "logprob_reward": -0.005459517706185579, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005459517706185579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11514472216367722, + 0.17962253093719482, + 0.029898524284362793, + 0.24064652621746063, + 0.07076351344585419, + 0.13383707404136658, + 0.06124165281653404, + 0.08149919658899307, + 0.04260515421628952, + 0.044741153717041016 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.005459517706185579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550304643809795 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550304643809795, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550304643809795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11270822584629059, + 0.17759272456169128, + 0.04931552708148956, + 0.12354255467653275, + 0.09464617073535919, + 0.06948402523994446, + 0.06760784983634949, + 0.05825001746416092, + 0.15644320845603943, + 0.09040972590446472 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.012550304643809795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14358945190906525, + 0.0776241198182106, + 0.03882421553134918, + 0.2504688501358032, + 0.06694316864013672, + 0.20692647993564606, + 0.028696995228528976, + 0.05816926434636116, + 0.04898473620414734, + 0.07977273315191269 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219533103518188 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.00219533103518188, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219533103518188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08905493468046188, + 0.1078205555677414, + 0.055678389966487885, + 0.10823455452919006, + 0.13616614043712616, + 0.12470928579568863, + 0.12480959296226501, + 0.023191310465335846, + 0.08828505128622055, + 0.14205020666122437 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.00219533103518188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076745577156544 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076745577156544, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076745577156544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17258983850479126, + 0.20315401256084442, + 0.0544823482632637, + 0.1068510040640831, + 0.07588865607976913, + 0.12527765333652496, + 0.029810471460223198, + 0.03251897916197777, + 0.04760149493813515, + 0.15182551741600037 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.011076745577156544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot, shot from a soft high angle and using a striking shallow depth of field, focuses entirely on a lovely, anthropomorphic boat struggling to sail. The boat features a round, brightly red-painted wooden hull and a small, white cockpit. A small, yellow funnel on the roof intermittently emits fluffy clouds of cartoonish steam. Its most striking features are a pair of large, determined, and slightly nervous cartoon eyes on the bow, and a small, strained mouth. The boat sails on a fairytale-like animated map of the Arctic route, which itself has a warm parchment texture. The \"ocean\" it inhabits is composed of stylized, layered, deep-blue cartoon waves, each edged with a sharp white rim. They rise and fall violently, repeatedly lifting and plunging the boat. Thanks to the shallow depth of field, the glaciers and continental outlines in the background, representing map elements, are rendered as soft, out-of-focus blocks of pale blue and white, subtly blurring details and dramatically highlighting the struggles and efforts of the small boat in the foreground. The entire scene is bathed in a soft, warm light, adding a touch of magic to the cartoon-style imagery and creating an atmosphere of adventure that is both tense and heartwarming.", + "seed": 11841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_5150_seed_11841_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13427683152258396, + "vlm_logprob": -0.13427683152258396, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.13427683152258396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016706325113773346 + ], + "opposite_logprob_tokens": [ + -4.141706466674805 + ], + "logprob_reward": -0.016706325113773346, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016706325113773346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2010071873664856, + 0.07513770461082458, + 0.08482897281646729, + 0.10967513173818588, + 0.0643216148018837, + 0.0586647167801857, + 0.08066415786743164, + 0.09350579977035522, + 0.17910213768482208, + 0.053092602640390396 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.016706325113773346 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810177743434906 + ], + "opposite_logprob_tokens": [ + -3.2881016731262207 + ], + "logprob_reward": -0.03810177743434906, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810177743434906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07164445519447327, + 0.14249137043952942, + 0.15853175520896912, + 0.037436556071043015, + 0.02958972565829754, + 0.020027397200465202, + 0.017472073435783386, + 0.40511029958724976, + 0.029478322714567184, + 0.08821798861026764 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.03810177743434906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576140820980072 + ], + "opposite_logprob_tokens": [ + -0.826140820980072 + ], + "logprob_reward": -0.576140820980072, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576140820980072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15252214670181274, + 0.11918795853853226, + 0.09615826606750488, + 0.14663644134998322, + 0.047810833901166916, + 0.034972768276929855, + 0.03777889534831047, + 0.245498389005661, + 0.0684606060385704, + 0.05097372457385063 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.576140820980072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15618838369846344, + 0.1283039003610611, + 0.1246216669678688, + 0.08166529983282089, + 0.10151457786560059, + 0.04573189467191696, + 0.07978760451078415, + 0.08167469501495361, + 0.14710189402103424, + 0.053410112857818604 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0067326370626688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370259702205658 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370259702205658, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370259702205658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09901852905750275, + 0.09098250418901443, + 0.054518405348062515, + 0.033836960792541504, + 0.06450699269771576, + 0.044056013226509094, + 0.0579877570271492, + 0.2823227345943451, + 0.24009107053279877, + 0.03267901390790939 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.03370259702205658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot, shot from a soft high angle and using a striking shallow depth of field, focuses entirely on a lovely, anthropomorphic boat struggling to sail. The boat features a round, brightly red-painted wooden hull and a small, white cockpit. A small, yellow funnel on the roof intermittently emits fluffy clouds of cartoonish steam. Its most striking features are a pair of large, determined, and slightly nervous cartoon eyes on the bow, and a small, strained mouth. The boat sails on a fairytale-like animated map of the Arctic route, which itself has a warm parchment texture. The \"ocean\" it inhabits is composed of stylized, layered, deep-blue cartoon waves, each edged with a sharp white rim. They rise and fall violently, repeatedly lifting and plunging the boat. Thanks to the shallow depth of field, the glaciers and continental outlines in the background, representing map elements, are rendered as soft, out-of-focus blocks of pale blue and white, subtly blurring details and dramatically highlighting the struggles and efforts of the small boat in the foreground. The entire scene is bathed in a soft, warm light, adding a touch of magic to the cartoon-style imagery and creating an atmosphere of adventure that is both tense and heartwarming.", + "seed": 11842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_5150_seed_11842_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0818933210335672, + "vlm_logprob": -0.0818933210335672, + "vlm_yes_no_margin": 3.724999988079071, + "vlm_token_credit": -0.0818933210335672, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016370510682463646 + ], + "opposite_logprob_tokens": [ + -4.1413702964782715 + ], + "logprob_reward": -0.016370510682463646, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016370510682463646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15115609765052795, + 0.07319323718547821, + 0.07378662377595901, + 0.10622454434633255, + 0.11817856878042221, + 0.08412867039442062, + 0.07055068761110306, + 0.09369366616010666, + 0.15659058094024658, + 0.07249731570482254 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.016370510682463646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07328524440526962, + 0.042316652834415436, + 0.02659648470580578, + 0.06721474975347519, + 0.037251632660627365, + 0.044234611093997955, + 0.06841272860765457, + 0.09474864602088928, + 0.27827754616737366, + 0.2676617503166199 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486090302467346 + ], + "opposite_logprob_tokens": [ + -1.2236089706420898 + ], + "logprob_reward": -0.3486090302467346, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486090302467346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24032486975193024, + 0.07679933309555054, + 0.017609618604183197, + 0.045242372900247574, + 0.08217151463031769, + 0.06848949939012527, + 0.06811720132827759, + 0.06141054630279541, + 0.12064871937036514, + 0.21918632090091705 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.3486090302467346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036108787171542645 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036108787171542645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036108787171542645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873902529478073, + 0.04915222153067589, + 0.03831309452652931, + 0.2344161421060562, + 0.051695894449949265, + 0.06739500910043716, + 0.0804058089852333, + 0.0681164413690567, + 0.12408071756362915, + 0.09903444349765778 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0036108787171542645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074623093008995 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074623093008995, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074623093008995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16607403755187988, + 0.07508371025323868, + 0.04153253883123398, + 0.17083485424518585, + 0.049508996307849884, + 0.05584213510155678, + 0.08582226186990738, + 0.08477678149938583, + 0.1806659698486328, + 0.08985878527164459 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.011074623093008995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking medium shot, shot from a soft high angle and using a striking shallow depth of field, focuses entirely on a lovely, anthropomorphic boat struggling to sail. The boat features a round, brightly red-painted wooden hull and a small, white cockpit. A small, yellow funnel on the roof intermittently emits fluffy clouds of cartoonish steam. Its most striking features are a pair of large, determined, and slightly nervous cartoon eyes on the bow, and a small, strained mouth. The boat sails on a fairytale-like animated map of the Arctic route, which itself has a warm parchment texture. The \"ocean\" it inhabits is composed of stylized, layered, deep-blue cartoon waves, each edged with a sharp white rim. They rise and fall violently, repeatedly lifting and plunging the boat. Thanks to the shallow depth of field, the glaciers and continental outlines in the background, representing map elements, are rendered as soft, out-of-focus blocks of pale blue and white, subtly blurring details and dramatically highlighting the struggles and efforts of the small boat in the foreground. The entire scene is bathed in a soft, warm light, adding a touch of magic to the cartoon-style imagery and creating an atmosphere of adventure that is both tense and heartwarming.", + "seed": 11843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_11/index_5150_seed_11843_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06904477449133992, + "vlm_logprob": -0.06904477449133992, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.06904477449133992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040522851049900055 + ], + "opposite_logprob_tokens": [ + -5.62905216217041 + ], + "logprob_reward": -0.0040522851049900055, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0040522851049900055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.168024942278862, + 0.1819874495267868, + 0.06309560686349869, + 0.12603557109832764, + 0.11057868599891663, + 0.060252100229263306, + 0.02358340471982956, + 0.05947696045041084, + 0.17750129103660583, + 0.029463976621627808 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0040522851049900055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739031057804823 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739031057804823, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739031057804823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17725302278995514, + 0.07495784759521484, + 0.15648169815540314, + 0.3416692018508911, + 0.08328229933977127, + 0.02887037582695484, + 0.039605285972356796, + 0.018015945330262184, + 0.06120862066745758, + 0.018655749037861824 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.006739031057804823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134347200393677 + ], + "opposite_logprob_tokens": [ + -1.3134347200393677 + ], + "logprob_reward": -0.3134347200393677, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134347200393677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17613764107227325, + 0.07765887677669525, + 0.14174549281597137, + 0.24390241503715515, + 0.03992848843336105, + 0.04873915761709213, + 0.007598596625030041, + 0.10453812777996063, + 0.14747554063796997, + 0.01227570790797472 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.3134347200393677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028152139857411385 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.0028152139857411385, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028152139857411385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14473149180412292, + 0.04137313365936279, + 0.10212220251560211, + 0.2691354751586914, + 0.06281702220439911, + 0.035641252994537354, + 0.07624733448028564, + 0.04114295169711113, + 0.1941526234149933, + 0.03263644501566887 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.0028152139857411385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an anthropomorphic boat with large cartoon eyes and a mouth on its bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat have a round, brightly red-painted wooden hull and a small white cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat sailing on stylized, deep-blue cartoon waves with sharp white rims that rise and fall violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of soft, out-of-focus blocks of pale blue and white representing glaciers and map elements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium shot from a soft high angle with a striking shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182622268795967 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182622268795967, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182622268795967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15555474162101746, + 0.19273747503757477, + 0.2436545342206955, + 0.03907252103090286, + 0.03462378308176994, + 0.04419437423348427, + 0.06462832540273666, + 0.06974039226770401, + 0.11221858114004135, + 0.04357520490884781 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.018182622268795967 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_tensor([3163, 3163])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_tensor([3163, 3163])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..91f0cd519acab9215f1b5ff7bef9c073f9653e7a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_tensor([3163, 3163])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an exquisite macro shot captured in ultra-high frame rate slow motion, a peacock butterfly rests on a vibrant green leaf shimmering with dewdrops, its closed wings camouflaged with the deep, mottled hues of a dead leaf. With a barely perceptible flutter, its wings begin to spread outwards with a majestic, deliberate rhythm, exceedingly slowly. This symmetrical, fluid movement reveals the wing's tiny, powdery scales in incredible detail in the soft morning light, each delicate vein visible like a forked river. As the wings fully open, the ornate pattern hidden within is revealed: against a rich, velvety reddish-brown background, four large, striking eyespots, composed of concentric rings of electric blue, vivid yellow, and deep black, shimmer with a captivating luster. Warm golden sunlight penetrates the leaves in the background, which are blurred into soft spots of light, infusing the entire tranquil picture with an atmosphere of awe and wonder, as if time has frozen in this moment for the exquisite beauty of life.", + "seed": 16699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_3163_seed_16699_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02253195075318217, + "vlm_logprob": -0.02253195075318217, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.02253195075318217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005383280571550131 + ], + "opposite_logprob_tokens": [ + -5.255383491516113 + ], + "logprob_reward": -0.005383280571550131, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005383280571550131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09940163046121597, + 0.05570468679070473, + 0.1976577490568161, + 0.019226478412747383, + 0.06257341057062149, + 0.056643690913915634, + 0.3790339529514313, + 0.017472442239522934, + 0.01688349060714245, + 0.09540247917175293 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.005383280571550131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12587493658065796, + 0.11671984940767288, + 0.14306294918060303, + 0.0472555011510849, + 0.15219813585281372, + 0.0723501667380333, + 0.1974339485168457, + 0.022613491863012314, + 0.023364350199699402, + 0.09912671148777008 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028190179727971554 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028190179727971554, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028190179727971554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05122853070497513, + 0.04273688793182373, + 0.5577925443649292, + 0.04925360903143883, + 0.13634511828422546, + 0.02819652669131756, + 0.055979326367378235, + 0.0275871604681015, + 0.025255247950553894, + 0.025625094771385193 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.0028190179727971554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795082286000252 + ], + "opposite_logprob_tokens": [ + -3.5297951698303223 + ], + "logprob_reward": -0.029795082286000252, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795082286000252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03206626698374748, + 0.05567285045981407, + 0.7729572057723999, + 0.036793552339076996, + 0.020375138148665428, + 0.021804004907608032, + 0.018268613144755363, + 0.02176707424223423, + 0.00874721072614193, + 0.011548125185072422 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.029795082286000252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001781463623047 + ], + "opposite_logprob_tokens": [ + -2.6950178146362305 + ], + "logprob_reward": -0.07001781463623047, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001781463623047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12485766410827637, + 0.13564039766788483, + 0.13980402052402496, + 0.05146975815296173, + 0.061477016657590866, + 0.034487757831811905, + 0.3184390962123871, + 0.016186250373721123, + 0.01802259124815464, + 0.09961537271738052 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.07001781463623047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro shot captured in ultra-high frame rate slow motion, a peacock butterfly rests on a vibrant green leaf shimmering with dewdrops, its closed wings camouflaged with the deep, mottled hues of a dead leaf. With a barely perceptible flutter, its wings begin to spread outwards with a majestic, deliberate rhythm, exceedingly slowly. This symmetrical, fluid movement reveals the wing's tiny, powdery scales in incredible detail in the soft morning light, each delicate vein visible like a forked river. As the wings fully open, the ornate pattern hidden within is revealed: against a rich, velvety reddish-brown background, four large, striking eyespots, composed of concentric rings of electric blue, vivid yellow, and deep black, shimmer with a captivating luster. Warm golden sunlight penetrates the leaves in the background, which are blurred into soft spots of light, infusing the entire tranquil picture with an atmosphere of awe and wonder, as if time has frozen in this moment for the exquisite beauty of life.", + "seed": 16700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_3163_seed_16700_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04567560413852334, + "vlm_logprob": -0.04567560413852334, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04567560413852334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01135329157114029 + ], + "opposite_logprob_tokens": [ + -4.511353492736816 + ], + "logprob_reward": -0.01135329157114029, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01135329157114029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5688363909721375, + 0.130046546459198, + 0.08917819708585739, + 0.02789468877017498, + 0.022858809679746628, + 0.02630685642361641, + 0.029603831470012665, + 0.037207044661045074, + 0.0280147697776556, + 0.04005296900868416 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01135329157114029 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088181287050247 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088181287050247, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088181287050247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0724748820066452, + 0.06654853373765945, + 0.09688598662614822, + 0.12946844100952148, + 0.10707351565361023, + 0.18785756826400757, + 0.08382485806941986, + 0.06275957077741623, + 0.06799806654453278, + 0.12510861456394196 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.011088181287050247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254980642348528 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254980642348528, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254980642348528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08001960813999176, + 0.05980731174349785, + 0.12467236071825027, + 0.040711235255002975, + 0.09277079999446869, + 0.32083311676979065, + 0.09242299199104309, + 0.08584996312856674, + 0.05785797908902168, + 0.0450545996427536 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.005254980642348528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003270372748375 + ], + "opposite_logprob_tokens": [ + -2.3503270149230957 + ], + "logprob_reward": -0.1003270372748375, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003270372748375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6386805176734924, + 0.03627284616231918, + 0.10432496666908264, + 0.021670211106538773, + 0.04415913298726082, + 0.05428958684206009, + 0.02440716326236725, + 0.020990170538425446, + 0.022434603422880173, + 0.0327707976102829 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.1003270372748375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035452991724014 + ], + "opposite_logprob_tokens": [ + -2.3503544330596924 + ], + "logprob_reward": -0.10035452991724014, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035452991724014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07682561129331589, + 0.049279872328042984, + 0.10950549691915512, + 0.04846730828285217, + 0.04071673005819321, + 0.2337135672569275, + 0.11791782826185226, + 0.20894283056259155, + 0.06517019867897034, + 0.04946054890751839 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.10035452991724014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro shot captured in ultra-high frame rate slow motion, a peacock butterfly rests on a vibrant green leaf shimmering with dewdrops, its closed wings camouflaged with the deep, mottled hues of a dead leaf. With a barely perceptible flutter, its wings begin to spread outwards with a majestic, deliberate rhythm, exceedingly slowly. This symmetrical, fluid movement reveals the wing's tiny, powdery scales in incredible detail in the soft morning light, each delicate vein visible like a forked river. As the wings fully open, the ornate pattern hidden within is revealed: against a rich, velvety reddish-brown background, four large, striking eyespots, composed of concentric rings of electric blue, vivid yellow, and deep black, shimmer with a captivating luster. Warm golden sunlight penetrates the leaves in the background, which are blurred into soft spots of light, infusing the entire tranquil picture with an atmosphere of awe and wonder, as if time has frozen in this moment for the exquisite beauty of life.", + "seed": 16701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_3163_seed_16701_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028976247273385526, + "vlm_logprob": -0.028976247273385526, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.028976247273385526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012729108333587646 + ], + "opposite_logprob_tokens": [ + -4.387729167938232 + ], + "logprob_reward": -0.012729108333587646, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012729108333587646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1339644193649292, + 0.2651953399181366, + 0.18401803076267242, + 0.07847892493009567, + 0.07012572884559631, + 0.047652777284383774, + 0.04130440950393677, + 0.05458575114607811, + 0.07766024023294449, + 0.04701435565948486 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012729108333587646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866170510649681 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.04866170510649681, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866170510649681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1531010866165161, + 0.17215751111507416, + 0.08882321417331696, + 0.05779382586479187, + 0.0729198157787323, + 0.06829437613487244, + 0.06983668357133865, + 0.12145110219717026, + 0.12512493133544922, + 0.07049752026796341 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04866170510649681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09967844188213348, + 0.10899914056062698, + 0.11845268309116364, + 0.027548253536224365, + 0.1868014633655548, + 0.19573906064033508, + 0.05580762028694153, + 0.0514070950448513, + 0.09944140911102295, + 0.05612487345933914 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369579464197159 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.03369579464197159, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369579464197159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10805386304855347, + 0.22304882109165192, + 0.14975802600383759, + 0.0729803591966629, + 0.0740809291601181, + 0.052825964987277985, + 0.06195900961756706, + 0.10409042239189148, + 0.08110646903514862, + 0.07209614664316177 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03369579464197159 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430566631257534 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.0430566631257534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430566631257534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1088576540350914, + 0.11247996985912323, + 0.23092368245124817, + 0.06865517050027847, + 0.20285256206989288, + 0.08597660064697266, + 0.06748390197753906, + 0.03679690882563591, + 0.04748660698533058, + 0.03848692774772644 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0430566631257534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an exquisite macro shot captured in ultra-high frame rate slow motion, a peacock butterfly rests on a vibrant green leaf shimmering with dewdrops, its closed wings camouflaged with the deep, mottled hues of a dead leaf. With a barely perceptible flutter, its wings begin to spread outwards with a majestic, deliberate rhythm, exceedingly slowly. This symmetrical, fluid movement reveals the wing's tiny, powdery scales in incredible detail in the soft morning light, each delicate vein visible like a forked river. As the wings fully open, the ornate pattern hidden within is revealed: against a rich, velvety reddish-brown background, four large, striking eyespots, composed of concentric rings of electric blue, vivid yellow, and deep black, shimmer with a captivating luster. Warm golden sunlight penetrates the leaves in the background, which are blurred into soft spots of light, infusing the entire tranquil picture with an atmosphere of awe and wonder, as if time has frozen in this moment for the exquisite beauty of life.", + "seed": 16702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_12/index_3163_seed_16702_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026824493240565062, + "vlm_logprob": -0.026824493240565062, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.026824493240565062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008756572380661964 + ], + "opposite_logprob_tokens": [ + -4.758756637573242 + ], + "logprob_reward": -0.008756572380661964, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008756572380661964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40775275230407715, + 0.09658687561750412, + 0.033069659024477005, + 0.020490162074565887, + 0.0646609216928482, + 0.04366447031497955, + 0.056488726288080215, + 0.18076221644878387, + 0.05415546894073486, + 0.042368676513433456 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.008756572380661964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355484500527382 + ], + "opposite_logprob_tokens": [ + -3.651355504989624 + ], + "logprob_reward": -0.026355484500527382, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355484500527382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33325016498565674, + 0.12851068377494812, + 0.035463832318782806, + 0.04884658753871918, + 0.020814543589949608, + 0.08871457725763321, + 0.10502636432647705, + 0.17316138744354248, + 0.03711603209376335, + 0.02909582294523716 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026355484500527382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24508078396320343, + 0.18741552531719208, + 0.03959934413433075, + 0.05087246000766754, + 0.05217519402503967, + 0.16439159214496613, + 0.041180361062288284, + 0.14214763045310974, + 0.024523697793483734, + 0.05261337384581566 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1921152025461197, + 0.22056685388088226, + 0.051927078515291214, + 0.026834264397621155, + 0.03430315479636192, + 0.04096892103552818, + 0.084114208817482, + 0.16167029738426208, + 0.04247657209634781, + 0.14502349495887756 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a peacock butterfly resting on a vibrant green leaf with dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the butterfly's wings start closed with deep, mottled hues resembling a dead leaf before slowly spreading outwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fully opened wing reveal four large eyespots with concentric rings of electric blue, vivid yellow, and deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rich, velvety reddish-brown color with warm golden sunlight creating soft bokeh effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured as a macro view in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495745688676834 + ], + "opposite_logprob_tokens": [ + -2.929957389831543 + ], + "logprob_reward": -0.05495745688676834, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495745688676834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16811558604240417, + 0.10104823857545853, + 0.07570672035217285, + 0.12826606631278992, + 0.08475100994110107, + 0.09574656188488007, + 0.05384937301278114, + 0.08418730646371841, + 0.07777328044176102, + 0.1305558830499649 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.05495745688676834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_tensor([2185, 2185])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_tensor([2185, 2185])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aab2047154ce6d4ff817cf1f3d8ab308e222eb7a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_tensor([2185, 2185])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a hand clad in a tightly fitted light blue butyl glove, its matte texture subtly visible. Gloved fingers carefully and steadily manipulate a gleaming sterile syringe, holding it horizontally. The syringe's transparent plastic barrel, marked with a subtle black gradient, is filled with crystal-clear liquid, a tiny bubble visible clinging to the side. The entire scene is bathed in the bright, shadowless, cool white light of a medical facility, casting sharp, clinical, mirror-like highlights on the polished stainless steel of the needle and the curved surface of the barrel. The blurred metallic sheen of the stainless steel tray is clearly visible against the shallow background. With utmost precision, a thumb deliberately depresses the plunger, forming a perfectly spherical droplet of transparent liquid that dangles from the ultra-fine tip of the needle, capturing the overhead light like a tiny lens. The scene is silent, creating an atmosphere of intense, focused scientific rigor and meticulous procedure.", + "seed": 28616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_2185_seed_28616_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023948687687516214, + "vlm_logprob": -0.023948687687516214, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.023948687687516214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012637886218726635 + ], + "opposite_logprob_tokens": [ + -4.637638092041016 + ], + "logprob_reward": -0.012637886218726635, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012637886218726635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12562669813632965, + 0.06407864391803741, + 0.07269948720932007, + 0.045934028923511505, + 0.043446268886327744, + 0.06981266289949417, + 0.0807647854089737, + 0.14472877979278564, + 0.09639080613851547, + 0.2565179169178009 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.012637886218726635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026470309123396873 + ], + "opposite_logprob_tokens": [ + -3.651470422744751 + ], + "logprob_reward": -0.026470309123396873, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026470309123396873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29972338676452637, + 0.08217291533946991, + 0.12451286613941193, + 0.04522600397467613, + 0.052780356258153915, + 0.25206631422042847, + 0.04390454292297363, + 0.03085332363843918, + 0.0313117615878582, + 0.03744850680232048 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.026470309123396873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868759214878082 + ], + "opposite_logprob_tokens": [ + -3.048687696456909 + ], + "logprob_reward": -0.04868759214878082, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868759214878082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25601884722709656, + 0.06724213808774948, + 0.0414351262152195, + 0.09084202349185944, + 0.055787596851587296, + 0.21056154370307922, + 0.09063684940338135, + 0.053726669400930405, + 0.06163502857089043, + 0.07211415469646454 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.04868759214878082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331020124256611 + ], + "opposite_logprob_tokens": [ + -3.7733101844787598 + ], + "logprob_reward": -0.02331020124256611, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331020124256611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18502844870090485, + 0.12822595238685608, + 0.09981757402420044, + 0.09147823601961136, + 0.036573681980371475, + 0.12651121616363525, + 0.09281115978956223, + 0.06019209697842598, + 0.07985017448663712, + 0.0995115116238594 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.02331020124256611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637449704110622 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637449704110622, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637449704110622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13676126301288605, + 0.08897941559553146, + 0.0938628539443016, + 0.08578776568174362, + 0.06837107241153717, + 0.31356415152549744, + 0.028632542118430138, + 0.07312991470098495, + 0.07455888390541077, + 0.036352094262838364 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.008637449704110622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a hand clad in a tightly fitted light blue butyl glove, its matte texture subtly visible. Gloved fingers carefully and steadily manipulate a gleaming sterile syringe, holding it horizontally. The syringe's transparent plastic barrel, marked with a subtle black gradient, is filled with crystal-clear liquid, a tiny bubble visible clinging to the side. The entire scene is bathed in the bright, shadowless, cool white light of a medical facility, casting sharp, clinical, mirror-like highlights on the polished stainless steel of the needle and the curved surface of the barrel. The blurred metallic sheen of the stainless steel tray is clearly visible against the shallow background. With utmost precision, a thumb deliberately depresses the plunger, forming a perfectly spherical droplet of transparent liquid that dangles from the ultra-fine tip of the needle, capturing the overhead light like a tiny lens. The scene is silent, creating an atmosphere of intense, focused scientific rigor and meticulous procedure.", + "seed": 28617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_2185_seed_28617_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01994380122050643, + "vlm_logprob": -0.01994380122050643, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.01994380122050643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01062038354575634 + ], + "opposite_logprob_tokens": [ + -4.635620594024658 + ], + "logprob_reward": -0.01062038354575634, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01062038354575634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5038866996765137, + 0.020281700417399406, + 0.008095471188426018, + 0.030623242259025574, + 0.016940906643867493, + 0.015560868196189404, + 0.37489429116249084, + 0.014805437065660954, + 0.006998460739850998, + 0.007912903092801571 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01062038354575634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023380542173981667 + ], + "opposite_logprob_tokens": [ + -3.7733805179595947 + ], + "logprob_reward": -0.023380542173981667, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023380542173981667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5195349454879761, + 0.05186349153518677, + 0.014951251447200775, + 0.01613333448767662, + 0.016825176775455475, + 0.0228220596909523, + 0.2556309401988983, + 0.07399860769510269, + 0.022497452795505524, + 0.005742858629673719 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.023380542173981667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048682257533073425 + ], + "opposite_logprob_tokens": [ + -3.04868221282959 + ], + "logprob_reward": -0.048682257533073425, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048682257533073425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3195682168006897, + 0.10060586035251617, + 0.017011240124702454, + 0.03363757207989693, + 0.04895038902759552, + 0.08924996107816696, + 0.2914970815181732, + 0.044315315783023834, + 0.041020799428224564, + 0.014143562875688076 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.048682257533073425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085941456258297 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011085941456258297, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085941456258297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3114023208618164, + 0.03734028711915016, + 0.013637111522257328, + 0.006052964832633734, + 0.03173686936497688, + 0.01783198118209839, + 0.5485073328018188, + 0.01680673100054264, + 0.007494966499507427, + 0.009189421311020851 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.011085941456258297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0832444429397583, + 0.023388361558318138, + 0.017776835709810257, + 0.015210196375846863, + 0.03328773379325867, + 0.053219668567180634, + 0.7003768682479858, + 0.04009709879755974, + 0.025268984958529472, + 0.008129779249429703 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0059498813934624195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a hand clad in a tightly fitted light blue butyl glove, its matte texture subtly visible. Gloved fingers carefully and steadily manipulate a gleaming sterile syringe, holding it horizontally. The syringe's transparent plastic barrel, marked with a subtle black gradient, is filled with crystal-clear liquid, a tiny bubble visible clinging to the side. The entire scene is bathed in the bright, shadowless, cool white light of a medical facility, casting sharp, clinical, mirror-like highlights on the polished stainless steel of the needle and the curved surface of the barrel. The blurred metallic sheen of the stainless steel tray is clearly visible against the shallow background. With utmost precision, a thumb deliberately depresses the plunger, forming a perfectly spherical droplet of transparent liquid that dangles from the ultra-fine tip of the needle, capturing the overhead light like a tiny lens. The scene is silent, creating an atmosphere of intense, focused scientific rigor and meticulous procedure.", + "seed": 28618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_2185_seed_28618_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.037472231313586235, + "vlm_logprob": -0.037472231313586235, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.037472231313586235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05631618946790695 + ], + "opposite_logprob_tokens": [ + -2.9313161373138428 + ], + "logprob_reward": -0.05631618946790695, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05631618946790695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24982984364032745, + 0.1674821972846985, + 0.04623265191912651, + 0.04063132777810097, + 0.13556799292564392, + 0.08130703866481781, + 0.21274475753307343, + 0.010732118040323257, + 0.01458450686186552, + 0.040887556970119476 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.05631618946790695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06218966469168663 + ], + "opposite_logprob_tokens": [ + -2.8121895790100098 + ], + "logprob_reward": -0.06218966469168663, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06218966469168663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22343580424785614, + 0.07446634024381638, + 0.08416973799467087, + 0.035470813512802124, + 0.2721305191516876, + 0.048250921070575714, + 0.14704862236976624, + 0.019367020577192307, + 0.012953290715813637, + 0.08270694315433502 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.06218966469168663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048674535006284714 + ], + "opposite_logprob_tokens": [ + -3.0486745834350586 + ], + "logprob_reward": -0.048674535006284714, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048674535006284714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.215415358543396, + 0.08573467284440994, + 0.04084255173802376, + 0.04440112039446831, + 0.03541984036564827, + 0.057429272681474686, + 0.3741930425167084, + 0.06769756972789764, + 0.02520955353975296, + 0.05365701764822006 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.048674535006284714 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608467288315296 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608467288315296, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608467288315296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24879692494869232, + 0.07775446027517319, + 0.040317077189683914, + 0.04152408987283707, + 0.07698937505483627, + 0.021977879106998444, + 0.3821873068809509, + 0.012400483712553978, + 0.011631689965724945, + 0.08642072230577469 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01608467288315296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315680891275406, + 0.13813498616218567, + 0.08517595380544662, + 0.12614937126636505, + 0.11909887939691544, + 0.07381046563386917, + 0.08990421146154404, + 0.10949760675430298, + 0.05885625630617142, + 0.06780420988798141 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004096094518899918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a hand clad in a tightly fitted light blue butyl glove, its matte texture subtly visible. Gloved fingers carefully and steadily manipulate a gleaming sterile syringe, holding it horizontally. The syringe's transparent plastic barrel, marked with a subtle black gradient, is filled with crystal-clear liquid, a tiny bubble visible clinging to the side. The entire scene is bathed in the bright, shadowless, cool white light of a medical facility, casting sharp, clinical, mirror-like highlights on the polished stainless steel of the needle and the curved surface of the barrel. The blurred metallic sheen of the stainless steel tray is clearly visible against the shallow background. With utmost precision, a thumb deliberately depresses the plunger, forming a perfectly spherical droplet of transparent liquid that dangles from the ultra-fine tip of the needle, capturing the overhead light like a tiny lens. The scene is silent, creating an atmosphere of intense, focused scientific rigor and meticulous procedure.", + "seed": 28619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_13/index_2185_seed_28619_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020603659376502038, + "vlm_logprob": -0.020603659376502038, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.020603659376502038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009167836979031563 + ], + "opposite_logprob_tokens": [ + -4.884167671203613 + ], + "logprob_reward": -0.009167836979031563, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009167836979031563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27840733528137207, + 0.11890345811843872, + 0.06956619024276733, + 0.06760461628437042, + 0.14757387340068817, + 0.14945071935653687, + 0.060708098113536835, + 0.02811998501420021, + 0.03604507073760033, + 0.043620575219392776 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.009167836979031563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026480989530682564 + ], + "opposite_logprob_tokens": [ + -3.6514809131622314 + ], + "logprob_reward": -0.026480989530682564, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026480989530682564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12442224472761154, + 0.08068714290857315, + 0.02878144010901451, + 0.04334205389022827, + 0.036980729550123215, + 0.06420324742794037, + 0.16659018397331238, + 0.14703060686588287, + 0.12262661755084991, + 0.18533572554588318 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.026480989530682564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812484070658684 + ], + "opposite_logprob_tokens": [ + -3.2881247997283936 + ], + "logprob_reward": -0.03812484070658684, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812484070658684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2847526967525482, + 0.08395206928253174, + 0.06814678758382797, + 0.12039974331855774, + 0.1346154361963272, + 0.11836107075214386, + 0.05001181736588478, + 0.046006422489881516, + 0.046891916543245316, + 0.04686205834150314 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03812484070658684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020607298240065575 + ], + "opposite_logprob_tokens": [ + -3.8956072330474854 + ], + "logprob_reward": -0.020607298240065575, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020607298240065575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26227879524230957, + 0.11184597760438919, + 0.04765510931611061, + 0.05501837283372879, + 0.02825934812426567, + 0.11687003076076508, + 0.15392754971981049, + 0.10799209773540497, + 0.04703288897871971, + 0.06911977380514145 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.020607298240065575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a light blue butyl glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand manipulating a sterile syringe filled with crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thumb deliberately depress the plunger to form a spherical droplet at the needle tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by bright, shadowless, cool white light creating sharp highlights on the needle and barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle with a blurred metallic tray in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1378333866596222, + 0.13043659925460815, + 0.07929293811321259, + 0.06545203179121017, + 0.05426964536309242, + 0.0843658521771431, + 0.08102252334356308, + 0.06645987927913666, + 0.21470315754413605, + 0.08616399765014648 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008637331426143646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_tensor([466, 466])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_tensor([466, 466])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36c5b56de8802f9a89f47358476cc15b05e669f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_tensor([466, 466])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, low-angle, long shot, composed with both static and painterly elements, captures a scene of sublime Gothic horror. At the center of the frame, a massive, jagged spire of black volcanic rock, its surface smooth and gleaming like obsidian, reaches defiantly into the turbulent sky. The sky is a heavy swirl of livid purple and slate-gray storm clouds, devoid of a glimpse of the sun, casting the entire scene in a cold, ethereal dusk. Below, turbulent, deep-green waters crash violently against the spire's base, massive whitecaps erupting into atomized white spray that rises high into the wind. Perched motionless atop this spire, a lone, enormous seabird, its form reminiscent of a giant albatross, stands aloft. Its plumage is a brilliant, almost otherworldly radiant white, contrasting starkly against the overwhelming darkness around it, making the bird a lone beacon in the darkness. Its powerful hooked beak is tightly closed, its dark, piercing eyes staring at the horizon, its posture one of unwavering defiance against the wrath of the elements, its wings clung to its body as the wind howls around it, creating a powerful visual narrative of a single, resilient life form in the face of overwhelming and indifferent natural forces.", + "seed": 10944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_466_seed_10944_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12352892877534032, + "vlm_logprob": -0.12352892877534032, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.12352892877534032, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3585088551044464 + ], + "opposite_logprob_tokens": [ + -1.233508825302124 + ], + "logprob_reward": -0.3585088551044464, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3585088551044464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21715141832828522, + 0.2432442605495453, + 0.09865454584360123, + 0.062409237027168274, + 0.11000658571720123, + 0.04190734401345253, + 0.06453895568847656, + 0.03451567888259888, + 0.07638528198003769, + 0.05118666961789131 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.3585088551044464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042445600032806 + ], + "opposite_logprob_tokens": [ + -1.9104244709014893 + ], + "logprob_reward": -0.16042445600032806, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042445600032806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18941329419612885, + 0.359573096036911, + 0.08073392510414124, + 0.061438869684934616, + 0.1131129264831543, + 0.040697891265153885, + 0.04931817576289177, + 0.04766061156988144, + 0.01953103393316269, + 0.03852008655667305 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.16042445600032806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016097694635391235 + ], + "opposite_logprob_tokens": [ + -4.141097545623779 + ], + "logprob_reward": -0.016097694635391235, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016097694635391235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524639129638672, + 0.22004248201847076, + 0.12208306789398193, + 0.08069024980068207, + 0.06627215445041656, + 0.0989646315574646, + 0.046747807413339615, + 0.04634516313672066, + 0.017527753487229347, + 0.1488628387451172 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.016097694635391235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899836450815201 + ], + "opposite_logprob_tokens": [ + -2.578998327255249 + ], + "logprob_reward": -0.07899836450815201, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899836450815201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17697495222091675, + 0.31682097911834717, + 0.10928791016340256, + 0.0830063596367836, + 0.12966226041316986, + 0.029778335243463516, + 0.04774845018982887, + 0.038852155208587646, + 0.026821818202733994, + 0.0410468652844429 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07899836450815201 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13272657990455627, + 0.2631362974643707, + 0.08934218436479568, + 0.11849190294742584, + 0.08350510895252228, + 0.05058921501040459, + 0.08109363913536072, + 0.03875734657049179, + 0.0326940082013607, + 0.10966364294290543 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003615273628383875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, long shot, composed with both static and painterly elements, captures a scene of sublime Gothic horror. At the center of the frame, a massive, jagged spire of black volcanic rock, its surface smooth and gleaming like obsidian, reaches defiantly into the turbulent sky. The sky is a heavy swirl of livid purple and slate-gray storm clouds, devoid of a glimpse of the sun, casting the entire scene in a cold, ethereal dusk. Below, turbulent, deep-green waters crash violently against the spire's base, massive whitecaps erupting into atomized white spray that rises high into the wind. Perched motionless atop this spire, a lone, enormous seabird, its form reminiscent of a giant albatross, stands aloft. Its plumage is a brilliant, almost otherworldly radiant white, contrasting starkly against the overwhelming darkness around it, making the bird a lone beacon in the darkness. Its powerful hooked beak is tightly closed, its dark, piercing eyes staring at the horizon, its posture one of unwavering defiance against the wrath of the elements, its wings clung to its body as the wind howls around it, creating a powerful visual narrative of a single, resilient life form in the face of overwhelming and indifferent natural forces.", + "seed": 10945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_466_seed_10945_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05010265065357089, + "vlm_logprob": -0.05010265065357089, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.05010265065357089, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19239355623722076 + ], + "opposite_logprob_tokens": [ + -1.8173935413360596 + ], + "logprob_reward": -0.19239355623722076, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19239355623722076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09678846597671509, + 0.03523702546954155, + 0.020506270229816437, + 0.05247899889945984, + 0.0661449134349823, + 0.08787120878696442, + 0.04458567872643471, + 0.043180182576179504, + 0.35160839557647705, + 0.2015988826751709 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.19239355623722076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374858200550079 + ], + "opposite_logprob_tokens": [ + -3.4087486267089844 + ], + "logprob_reward": -0.03374858200550079, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374858200550079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08659398555755615, + 0.10927356779575348, + 0.03201953321695328, + 0.05880249664187431, + 0.15067003667354584, + 0.0322425439953804, + 0.08594822883605957, + 0.03608338534832001, + 0.17464801669120789, + 0.23371821641921997 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.03374858200550079 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092779226601124 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092779226601124, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092779226601124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12380935251712799, + 0.04220552369952202, + 0.030140560120344162, + 0.046211935579776764, + 0.12203676998615265, + 0.05974626913666725, + 0.05955592170357704, + 0.04355718195438385, + 0.35927820205688477, + 0.11345832049846649 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.011092779226601124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642422776669264 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642422776669264, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642422776669264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042164042592048645, + 0.05597759038209915, + 0.030482782050967216, + 0.14893944561481476, + 0.10123226046562195, + 0.0835677906870842, + 0.08296391367912292, + 0.10495536774396896, + 0.1676613837480545, + 0.18205545842647552 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.004642422776669264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07908019423484802, + 0.0679311752319336, + 0.02956867218017578, + 0.12664157152175903, + 0.16318370401859283, + 0.09980728477239609, + 0.052526433020830154, + 0.08066760748624802, + 0.16406671702861786, + 0.13652664422988892 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.008635913021862507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, long shot, composed with both static and painterly elements, captures a scene of sublime Gothic horror. At the center of the frame, a massive, jagged spire of black volcanic rock, its surface smooth and gleaming like obsidian, reaches defiantly into the turbulent sky. The sky is a heavy swirl of livid purple and slate-gray storm clouds, devoid of a glimpse of the sun, casting the entire scene in a cold, ethereal dusk. Below, turbulent, deep-green waters crash violently against the spire's base, massive whitecaps erupting into atomized white spray that rises high into the wind. Perched motionless atop this spire, a lone, enormous seabird, its form reminiscent of a giant albatross, stands aloft. Its plumage is a brilliant, almost otherworldly radiant white, contrasting starkly against the overwhelming darkness around it, making the bird a lone beacon in the darkness. Its powerful hooked beak is tightly closed, its dark, piercing eyes staring at the horizon, its posture one of unwavering defiance against the wrath of the elements, its wings clung to its body as the wind howls around it, creating a powerful visual narrative of a single, resilient life form in the face of overwhelming and indifferent natural forces.", + "seed": 10946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_466_seed_10946_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039302963949739936, + "vlm_logprob": -0.039302963949739936, + "vlm_yes_no_margin": 3.8749999523162844, + "vlm_token_credit": -0.039302963949739936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13720083236694336 + ], + "opposite_logprob_tokens": [ + -2.1372008323669434 + ], + "logprob_reward": -0.13720083236694336, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13720083236694336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9268558025360107, + 0.024768926203250885, + 0.0029475989285856485, + 0.002977723488584161, + 0.0022035581059753895, + 0.0017209259094670415, + 0.005359693896025419, + 0.0047369846142828465, + 0.019951725378632545, + 0.008477029390633106 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.13720083236694336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331765554845333 + ], + "opposite_logprob_tokens": [ + -3.773317575454712 + ], + "logprob_reward": -0.02331765554845333, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331765554845333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5390453338623047, + 0.1385599672794342, + 0.022314511239528656, + 0.015094813890755177, + 0.01688522845506668, + 0.009533587843179703, + 0.03693506866693497, + 0.050528716295957565, + 0.13083399832248688, + 0.040268756449222565 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02331765554845333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202990293502808 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202990293502808, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018202990293502808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.884783148765564, + 0.033477772027254105, + 0.002660205587744713, + 0.0016619197558611631, + 0.002214147010818124, + 0.0013418463058769703, + 0.011852814815938473, + 0.01553549524396658, + 0.03187624365091324, + 0.014596394263207912 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.018202990293502808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545713223516941 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545713223516941, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545713223516941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8117424249649048, + 0.046570517122745514, + 0.007790013682097197, + 0.00666263559833169, + 0.005902231205254793, + 0.004986099898815155, + 0.013129099272191525, + 0.023743050172924995, + 0.05572843924164772, + 0.023745445534586906 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012545713223516941 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247628316283226 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247628316283226, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247628316283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8200557231903076, + 0.04487842693924904, + 0.006633642129600048, + 0.006075809244066477, + 0.0041327630169689655, + 0.007129510398954153, + 0.0175566878169775, + 0.059697698801755905, + 0.0243061576038599, + 0.009533657692372799 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005247628316283226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, low-angle, long shot, composed with both static and painterly elements, captures a scene of sublime Gothic horror. At the center of the frame, a massive, jagged spire of black volcanic rock, its surface smooth and gleaming like obsidian, reaches defiantly into the turbulent sky. The sky is a heavy swirl of livid purple and slate-gray storm clouds, devoid of a glimpse of the sun, casting the entire scene in a cold, ethereal dusk. Below, turbulent, deep-green waters crash violently against the spire's base, massive whitecaps erupting into atomized white spray that rises high into the wind. Perched motionless atop this spire, a lone, enormous seabird, its form reminiscent of a giant albatross, stands aloft. Its plumage is a brilliant, almost otherworldly radiant white, contrasting starkly against the overwhelming darkness around it, making the bird a lone beacon in the darkness. Its powerful hooked beak is tightly closed, its dark, piercing eyes staring at the horizon, its posture one of unwavering defiance against the wrath of the elements, its wings clung to its body as the wind howls around it, creating a powerful visual narrative of a single, resilient life form in the face of overwhelming and indifferent natural forces.", + "seed": 10947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_14/index_466_seed_10947_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04160553626716137, + "vlm_logprob": -0.04160553626716137, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04160553626716137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15740446746349335 + ], + "opposite_logprob_tokens": [ + -2.0324044227600098 + ], + "logprob_reward": -0.15740446746349335, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15740446746349335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20479291677474976, + 0.0940832644701004, + 0.08311152458190918, + 0.049985338002443314, + 0.05983063206076622, + 0.032310038805007935, + 0.3460998237133026, + 0.03064383566379547, + 0.03725400194525719, + 0.06188862398266792 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.15740446746349335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014240782707929611 + ], + "opposite_logprob_tokens": [ + -4.264240741729736 + ], + "logprob_reward": -0.014240782707929611, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014240782707929611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23089982569217682, + 0.13907885551452637, + 0.10322827100753784, + 0.08017288148403168, + 0.05158817768096924, + 0.036522276699543, + 0.2413160651922226, + 0.03347189351916313, + 0.04070718586444855, + 0.04301458224654198 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.014240782707929611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220215380191803 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.014220215380191803, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220215380191803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19366708397865295, + 0.15145546197891235, + 0.042707659304142, + 0.03193551301956177, + 0.06284856051206589, + 0.07326296716928482, + 0.23623552918434143, + 0.044219281524419785, + 0.05330701172351837, + 0.11036094278097153 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.014220215380191803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085351929068565 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085351929068565, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085351929068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2192332148551941, + 0.06016523391008377, + 0.06320703774690628, + 0.22220179438591003, + 0.07782255858182907, + 0.1585199385881424, + 0.04907603934407234, + 0.03620081767439842, + 0.03489334136247635, + 0.07867995649576187 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.011085351929068565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, jagged spire of black volcanic rock visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky filled with turbulent clouds of livid purple and slate-gray without any sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an enormous seabird with radiant white plumage perched motionless atop the spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are turbulent deep-green waters crashing violently against the base of the spire with white spray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107686385512352 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.01107686385512352, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107686385512352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23628145456314087, + 0.053873684257268906, + 0.019710354506969452, + 0.07843603193759918, + 0.12709997594356537, + 0.0472039170563221, + 0.19387266039848328, + 0.05159150809049606, + 0.06395871192216873, + 0.12797175347805023 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.01107686385512352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_tensor([3499, 3499])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_tensor([3499, 3499])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9cbd4d8613e4f01187e096e15ebaadac059269e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_tensor([3499, 3499])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot handheld, the film captures an extreme portrait close-up, with a slight, erratic shake, focusing on a cold, silvery metal coat hook as it slowly presses down toward a burning white candle. The candlelight, the sole source of light, its warm, orange-yellow flame casting dynamic reflections on the hook's cool, finely scratched metal surface. The background, completely blurred and shrouded in profound darkness, fades into a profound darkness. Carefully, steadily, and deliberately, the hook's curved end presses down from the top of the frame until it completely covers the candle wick, mercilessly snuffing out the flickering flame. As the flame vanishes, a thin, spiraling wisp of blue smoke rises from the suppressed wick, leaving a fleeting, fragile trace in the frame as darkness threatens to engulf it. The entire process creates a dramatic atmosphere of focused tranquility, yet with a hint of finality.", + "seed": 27911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_3499_seed_27911_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07289432659745217, + "vlm_logprob": -0.07289432659745217, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.07289432659745217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050574395805597305 + ], + "opposite_logprob_tokens": [ + -3.05057430267334 + ], + "logprob_reward": -0.050574395805597305, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050574395805597305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2745518982410431, + 0.048881448805332184, + 0.10265149921178818, + 0.10439276695251465, + 0.10113975405693054, + 0.030678262934088707, + 0.0712854266166687, + 0.029715636745095253, + 0.17911416292190552, + 0.05758914723992348 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.050574395805597305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905767649412155 + ], + "opposite_logprob_tokens": [ + -2.464057683944702 + ], + "logprob_reward": -0.08905767649412155, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905767649412155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10964047908782959, + 0.1098126471042633, + 0.1828307807445526, + 0.1346011459827423, + 0.0618811659514904, + 0.07056844234466553, + 0.09298687428236008, + 0.01431287731975317, + 0.1348787099123001, + 0.08848688006401062 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.08905767649412155 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636547014117241 + ], + "opposite_logprob_tokens": [ + -3.6513655185699463 + ], + "logprob_reward": -0.02636547014117241, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636547014117241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3596222698688507, + 0.18489181995391846, + 0.0964752733707428, + 0.09006660431623459, + 0.055859144777059555, + 0.055219005793333054, + 0.031373728066682816, + 0.01445586234331131, + 0.08099983632564545, + 0.031036479398608208 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02636547014117241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037185490131378 + ], + "opposite_logprob_tokens": [ + -1.9103718996047974 + ], + "logprob_reward": -0.16037185490131378, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037185490131378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04626761004328728, + 0.026646500453352928, + 0.0795891061425209, + 0.07588145136833191, + 0.1152852475643158, + 0.043285779654979706, + 0.17345786094665527, + 0.06782721728086472, + 0.223718523979187, + 0.1480407416820526 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.16037185490131378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810223564505577 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810223564505577, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810223564505577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07468071579933167, + 0.04436479136347771, + 0.0461115725338459, + 0.07463890314102173, + 0.10450048744678497, + 0.03631182760000229, + 0.07931061834096909, + 0.05740915983915329, + 0.4362255036830902, + 0.046446431428194046 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.03810223564505577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot handheld, the film captures an extreme portrait close-up, with a slight, erratic shake, focusing on a cold, silvery metal coat hook as it slowly presses down toward a burning white candle. The candlelight, the sole source of light, its warm, orange-yellow flame casting dynamic reflections on the hook's cool, finely scratched metal surface. The background, completely blurred and shrouded in profound darkness, fades into a profound darkness. Carefully, steadily, and deliberately, the hook's curved end presses down from the top of the frame until it completely covers the candle wick, mercilessly snuffing out the flickering flame. As the flame vanishes, a thin, spiraling wisp of blue smoke rises from the suppressed wick, leaving a fleeting, fragile trace in the frame as darkness threatens to engulf it. The entire process creates a dramatic atmosphere of focused tranquility, yet with a hint of finality.", + "seed": 27912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_3499_seed_27912_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055139363766647874, + "vlm_logprob": -0.055139363766647874, + "vlm_yes_no_margin": 3.949999976158142, + "vlm_token_credit": -0.055139363766647874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1288641393184662 + ], + "opposite_logprob_tokens": [ + -2.128864049911499 + ], + "logprob_reward": -0.1288641393184662, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1288641393184662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13749860227108002, + 0.12338046729564667, + 0.17175710201263428, + 0.21535104513168335, + 0.0912279337644577, + 0.10513047873973846, + 0.03391303867101669, + 0.08185833692550659, + 0.015537428669631481, + 0.02434561401605606 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.1288641393184662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270628571510315 + ], + "opposite_logprob_tokens": [ + -2.1270627975463867 + ], + "logprob_reward": -0.1270628571510315, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270628571510315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11325804889202118, + 0.22039763629436493, + 0.052883751690387726, + 0.21528656780719757, + 0.04963063448667526, + 0.06034247949719429, + 0.03879942744970322, + 0.1547706127166748, + 0.059790242463350296, + 0.03484060987830162 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.1270628571510315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744240876287222 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744240876287222, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744240876287222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32763317227363586, + 0.1838320791721344, + 0.057276904582977295, + 0.10749843716621399, + 0.0647936686873436, + 0.053792282938957214, + 0.043771516531705856, + 0.062417518347501755, + 0.04960280656814575, + 0.04938159137964249 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006744240876287222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019483646610751748 + ], + "opposite_logprob_tokens": [ + -6.251948356628418 + ], + "logprob_reward": -0.0019483646610751748, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019483646610751748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2457825392484665, + 0.24999023973941803, + 0.050925686955451965, + 0.2701200544834137, + 0.05743712931871414, + 0.024592068046331406, + 0.04737149551510811, + 0.017103131860494614, + 0.01415857020765543, + 0.022519083693623543 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0019483646610751748 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110772168263793 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.0110772168263793, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110772168263793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33642685413360596, + 0.10699626058340073, + 0.025363385677337646, + 0.18802793323993683, + 0.04302135109901428, + 0.0276971273124218, + 0.09346263110637665, + 0.11653411388397217, + 0.04079589620232582, + 0.021674437448382378 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0110772168263793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot handheld, the film captures an extreme portrait close-up, with a slight, erratic shake, focusing on a cold, silvery metal coat hook as it slowly presses down toward a burning white candle. The candlelight, the sole source of light, its warm, orange-yellow flame casting dynamic reflections on the hook's cool, finely scratched metal surface. The background, completely blurred and shrouded in profound darkness, fades into a profound darkness. Carefully, steadily, and deliberately, the hook's curved end presses down from the top of the frame until it completely covers the candle wick, mercilessly snuffing out the flickering flame. As the flame vanishes, a thin, spiraling wisp of blue smoke rises from the suppressed wick, leaving a fleeting, fragile trace in the frame as darkness threatens to engulf it. The entire process creates a dramatic atmosphere of focused tranquility, yet with a hint of finality.", + "seed": 27913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_3499_seed_27913_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049952352046966554, + "vlm_logprob": -0.049952352046966554, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.049952352046966554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05711827427148819 + ], + "opposite_logprob_tokens": [ + -2.9321181774139404 + ], + "logprob_reward": -0.05711827427148819, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05711827427148819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04792766273021698, + 0.027494266629219055, + 0.08679980784654617, + 0.05111328512430191, + 0.031911153346300125, + 0.04794875904917717, + 0.03942352160811424, + 0.5395739674568176, + 0.036865394562482834, + 0.09094220399856567 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.05711827427148819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295651644468307 + ], + "opposite_logprob_tokens": [ + -2.2379565238952637 + ], + "logprob_reward": -0.11295651644468307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295651644468307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06416123360395432, + 0.06173549219965935, + 0.13959012925624847, + 0.1130276545882225, + 0.173478364944458, + 0.09817499667406082, + 0.024549536406993866, + 0.20213788747787476, + 0.0502261184155941, + 0.07291854918003082 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.11295651644468307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486941784620285 + ], + "opposite_logprob_tokens": [ + -3.048694133758545 + ], + "logprob_reward": -0.0486941784620285, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486941784620285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029155965894460678, + 0.01882600225508213, + 0.03958568722009659, + 0.024659736081957817, + 0.1223781555891037, + 0.03590242564678192, + 0.03797394782304764, + 0.5092043280601501, + 0.027616146951913834, + 0.15469765663146973 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.0486941784620285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647525027394295 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647525027394295, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647525027394295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03816061466932297, + 0.058276381343603134, + 0.2391989678144455, + 0.12337856739759445, + 0.21944276988506317, + 0.05008694529533386, + 0.038776695728302, + 0.148528054356575, + 0.04362337291240692, + 0.04052765294909477 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.004647525027394295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263452660292387 + ], + "opposite_logprob_tokens": [ + -3.6513452529907227 + ], + "logprob_reward": -0.0263452660292387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263452660292387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02477630041539669, + 0.021748581901192665, + 0.052651748061180115, + 0.04327499493956566, + 0.09236285835504532, + 0.05837428197264671, + 0.03594226762652397, + 0.4573657512664795, + 0.1322801262140274, + 0.08122309297323227 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.0263452660292387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot handheld, the film captures an extreme portrait close-up, with a slight, erratic shake, focusing on a cold, silvery metal coat hook as it slowly presses down toward a burning white candle. The candlelight, the sole source of light, its warm, orange-yellow flame casting dynamic reflections on the hook's cool, finely scratched metal surface. The background, completely blurred and shrouded in profound darkness, fades into a profound darkness. Carefully, steadily, and deliberately, the hook's curved end presses down from the top of the frame until it completely covers the candle wick, mercilessly snuffing out the flickering flame. As the flame vanishes, a thin, spiraling wisp of blue smoke rises from the suppressed wick, leaving a fleeting, fragile trace in the frame as darkness threatens to engulf it. The entire process creates a dramatic atmosphere of focused tranquility, yet with a hint of finality.", + "seed": 27914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_15/index_3499_seed_27914_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12409882061183453, + "vlm_logprob": -0.12409882061183453, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.12409882061183453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31681180000305176 + ], + "opposite_logprob_tokens": [ + -1.3168118000030518 + ], + "logprob_reward": -0.31681180000305176, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31681180000305176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34990137815475464, + 0.07430510967969894, + 0.06265038996934891, + 0.08181419968605042, + 0.15224295854568481, + 0.07092539966106415, + 0.07902490347623825, + 0.0518946535885334, + 0.04881254956126213, + 0.028428440913558006 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.31681180000305176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270700991153717 + ], + "opposite_logprob_tokens": [ + -2.127070188522339 + ], + "logprob_reward": -0.1270700991153717, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270700991153717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1910012662410736, + 0.08114416152238846, + 0.08037325739860535, + 0.09007061272859573, + 0.3428148329257965, + 0.02874978631734848, + 0.03058127500116825, + 0.0599384643137455, + 0.055919092148542404, + 0.039407264441251755 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.1270700991153717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035884380340576 + ], + "opposite_logprob_tokens": [ + -2.3503589630126953 + ], + "logprob_reward": -0.10035884380340576, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035884380340576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3744722306728363, + 0.09115737676620483, + 0.11764493584632874, + 0.06553082913160324, + 0.12670814990997314, + 0.0667644739151001, + 0.06676538288593292, + 0.03333573415875435, + 0.039567261934280396, + 0.01805361546576023 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.10035884380340576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207875356078148 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207875356078148, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207875356078148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21434539556503296, + 0.10119399428367615, + 0.11801506578922272, + 0.29284220933914185, + 0.0802636668086052, + 0.07003948837518692, + 0.03459194302558899, + 0.019179411232471466, + 0.026752933859825134, + 0.04277585819363594 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014207875356078148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme portrait close-up featuring a cold, silvery metal coat hook?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit a slight, erratic handheld shake throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely blurred and shrouded in profound darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the metal hook press down from the top of the frame to cover the candle wick and extinguish the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thin, spiraling wisp of blue smoke rise from the wick after the flame is snuffed out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204548478126526 + ], + "opposite_logprob_tokens": [ + -2.8120455741882324 + ], + "logprob_reward": -0.06204548478126526, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204548478126526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12412159144878387, + 0.07551200687885284, + 0.10883469879627228, + 0.16739638149738312, + 0.3173602223396301, + 0.05822550132870674, + 0.023756874725222588, + 0.020922286435961723, + 0.06479255855083466, + 0.03907794505357742 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.06204548478126526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_tensor([1056, 1056])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_tensor([1056, 1056])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c75b0bc2daad0bb96a8be40e3e8adbb4667301cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_tensor([1056, 1056])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts upward, tracing the journey of a single bubble. Initially, this tiny, shimmering sphere rests on the textured bottom of a clear glass filled with a radiant, golden-amber liquid. The scene is illuminated by a warm, soft backlight, causing the beverage to glow and cast complex refractions through the glass. With a sudden, decisive pop, buoyancy overcomes surface tension, and the bubble detaches, beginning its graceful, straight vertical ascent. The camera follows its deliberate upward path through the tranquil liquid, capturing the way its translucent surface distorts the background. The bubble's journey culminates when it reaches the surface, where it silently merges into a thick layer of milky foam, its individual presence dissolving into the drink's collective, richly textured head, creating a tranquil and visually satisfying moment.", + "seed": 31265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_1056_seed_31265_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04486896516755223, + "vlm_logprob": -0.04486896516755223, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04486896516755223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08407162874937057 + ], + "opposite_logprob_tokens": [ + -2.584071636199951 + ], + "logprob_reward": -0.08407162874937057, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08407162874937057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140662282705307, + 0.06064073368906975, + 0.14850685000419617, + 0.08343621343374252, + 0.10140711069107056, + 0.04573194310069084, + 0.09612809121608734, + 0.16891585290431976, + 0.08346063643693924, + 0.071110300719738 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.08407162874937057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004123637918382883 + ], + "opposite_logprob_tokens": [ + -5.504123687744141 + ], + "logprob_reward": -0.004123637918382883, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004123637918382883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07417569309473038, + 0.07195692509412766, + 0.15322798490524292, + 0.027061637490987778, + 0.10664741694927216, + 0.06083560362458229, + 0.10356412827968597, + 0.08790291845798492, + 0.25763916969299316, + 0.05698854476213455 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.004123637918382883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032132267951965 + ], + "opposite_logprob_tokens": [ + -2.3503212928771973 + ], + "logprob_reward": -0.10032132267951965, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032132267951965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295202523469925, + 0.10532694309949875, + 0.14331810176372528, + 0.030141105875372887, + 0.09089118242263794, + 0.09190439432859421, + 0.08384870737791061, + 0.13049061596393585, + 0.059312835335731506, + 0.13524582982063293 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.10032132267951965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254948042333126 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.01254948042333126, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254948042333126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706677377223969, + 0.039639923721551895, + 0.1362457275390625, + 0.05028378590941429, + 0.05703442543745041, + 0.0625109076499939, + 0.09024211019277573, + 0.13872039318084717, + 0.13574206829071045, + 0.22251388430595398 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.01254948042333126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327875606715679 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327875606715679, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327875606715679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07060904800891876, + 0.03968554735183716, + 0.034121137112379074, + 0.052242495119571686, + 0.08413568139076233, + 0.06088026612997055, + 0.15480956435203552, + 0.28456658124923706, + 0.12102726846933365, + 0.09792245924472809 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.02327875606715679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts upward, tracing the journey of a single bubble. Initially, this tiny, shimmering sphere rests on the textured bottom of a clear glass filled with a radiant, golden-amber liquid. The scene is illuminated by a warm, soft backlight, causing the beverage to glow and cast complex refractions through the glass. With a sudden, decisive pop, buoyancy overcomes surface tension, and the bubble detaches, beginning its graceful, straight vertical ascent. The camera follows its deliberate upward path through the tranquil liquid, capturing the way its translucent surface distorts the background. The bubble's journey culminates when it reaches the surface, where it silently merges into a thick layer of milky foam, its individual presence dissolving into the drink's collective, richly textured head, creating a tranquil and visually satisfying moment.", + "seed": 31266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_1056_seed_31266_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01612654677592218, + "vlm_logprob": -0.01612654677592218, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.01612654677592218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03385622426867485 + ], + "opposite_logprob_tokens": [ + -3.533856153488159 + ], + "logprob_reward": -0.03385622426867485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03385622426867485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667385935783386, + 0.1266263872385025, + 0.133297860622406, + 0.1074383407831192, + 0.05600183457136154, + 0.04224700108170509, + 0.0714794173836708, + 0.06723781675100327, + 0.08169016242027283, + 0.047242552042007446 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03385622426867485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036472247447818518 + ], + "opposite_logprob_tokens": [ + -5.628647327423096 + ], + "logprob_reward": -0.0036472247447818518, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036472247447818518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10111182183027267, + 0.06952781230211258, + 0.16081887483596802, + 0.38510555028915405, + 0.07830750197172165, + 0.026807278394699097, + 0.039596185088157654, + 0.047491177916526794, + 0.056341540068387985, + 0.034892287105321884 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0036472247447818518 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204161897301674 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204161897301674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204161897301674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09040827304124832, + 0.08400323241949081, + 0.23663708567619324, + 0.136797696352005, + 0.1018628180027008, + 0.15560108423233032, + 0.09932573139667511, + 0.03361198678612709, + 0.03214622661471367, + 0.02960590459406376 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.018204161897301674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745661608874798 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745661608874798, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745661608874798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17664510011672974, + 0.11829680949449539, + 0.04911397024989128, + 0.09927398711442947, + 0.08285420387983322, + 0.08742576092481613, + 0.1383025199174881, + 0.13133125007152557, + 0.05663858354091644, + 0.060117799788713455 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.006745661608874798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179461359977722 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179461359977722, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179461359977722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07702674716711044, + 0.06212857738137245, + 0.13265283405780792, + 0.23757654428482056, + 0.13375166058540344, + 0.0481438972055912, + 0.06276524811983109, + 0.06393568962812424, + 0.05547090247273445, + 0.12654785811901093 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.018179461359977722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts upward, tracing the journey of a single bubble. Initially, this tiny, shimmering sphere rests on the textured bottom of a clear glass filled with a radiant, golden-amber liquid. The scene is illuminated by a warm, soft backlight, causing the beverage to glow and cast complex refractions through the glass. With a sudden, decisive pop, buoyancy overcomes surface tension, and the bubble detaches, beginning its graceful, straight vertical ascent. The camera follows its deliberate upward path through the tranquil liquid, capturing the way its translucent surface distorts the background. The bubble's journey culminates when it reaches the surface, where it silently merges into a thick layer of milky foam, its individual presence dissolving into the drink's collective, richly textured head, creating a tranquil and visually satisfying moment.", + "seed": 31267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_1056_seed_31267_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015226555429399014, + "vlm_logprob": -0.015226555429399014, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.015226555429399014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022776544094085693 + ], + "opposite_logprob_tokens": [ + -4.0227766036987305 + ], + "logprob_reward": -0.022776544094085693, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022776544094085693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06579070538282394, + 0.1369050145149231, + 0.04682010039687157, + 0.12039217352867126, + 0.29306063055992126, + 0.06106094270944595, + 0.10723110288381577, + 0.09290256351232529, + 0.04278681054711342, + 0.033049944788217545 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.022776544094085693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005974292289465666 + ], + "opposite_logprob_tokens": [ + -5.130974292755127 + ], + "logprob_reward": -0.005974292289465666, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005974292289465666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17335210740566254, + 0.20652493834495544, + 0.07233022898435593, + 0.16111214458942413, + 0.1011541336774826, + 0.07033334672451019, + 0.07899539172649384, + 0.04490159824490547, + 0.04334225878119469, + 0.04795386269688606 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005974292289465666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06752080470323563, + 0.06610465049743652, + 0.08716309815645218, + 0.10080386698246002, + 0.15226565301418304, + 0.09454759210348129, + 0.07102528214454651, + 0.2413354367017746, + 0.04518541693687439, + 0.07404828071594238 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.038106825202703476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642304033041 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642304033041, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642304033041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08305051922798157, + 0.04750273749232292, + 0.08398902416229248, + 0.09413452446460724, + 0.10847217589616776, + 0.07669305056333542, + 0.06447445601224899, + 0.3419041931629181, + 0.025948522612452507, + 0.0738307312130928 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.004642304033041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632811527699232 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632811527699232, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632811527699232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07980138063430786, + 0.03425256162881851, + 0.047354985028505325, + 0.20421461760997772, + 0.1056937500834465, + 0.0638020783662796, + 0.06035502254962921, + 0.15555435419082642, + 0.0770283192396164, + 0.17194290459156036 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.004632811527699232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts upward, tracing the journey of a single bubble. Initially, this tiny, shimmering sphere rests on the textured bottom of a clear glass filled with a radiant, golden-amber liquid. The scene is illuminated by a warm, soft backlight, causing the beverage to glow and cast complex refractions through the glass. With a sudden, decisive pop, buoyancy overcomes surface tension, and the bubble detaches, beginning its graceful, straight vertical ascent. The camera follows its deliberate upward path through the tranquil liquid, capturing the way its translucent surface distorts the background. The bubble's journey culminates when it reaches the surface, where it silently merges into a thick layer of milky foam, its individual presence dissolving into the drink's collective, richly textured head, creating a tranquil and visually satisfying moment.", + "seed": 31268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_2/index_1056_seed_31268_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03874828703701496, + "vlm_logprob": -0.03874828703701496, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03874828703701496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054453860968351364 + ], + "opposite_logprob_tokens": [ + -3.0544538497924805 + ], + "logprob_reward": -0.054453860968351364, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.054453860968351364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10939987748861313, + 0.06184570863842964, + 0.11330258101224899, + 0.041825853288173676, + 0.08885543793439865, + 0.1419582962989807, + 0.08397720009088516, + 0.10061117261648178, + 0.13512836396694183, + 0.12309551239013672 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.054453860968351364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009817412123084068 + ], + "opposite_logprob_tokens": [ + -4.634817600250244 + ], + "logprob_reward": -0.009817412123084068, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009817412123084068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08185908198356628, + 0.06939716637134552, + 0.23902593553066254, + 0.032263629138469696, + 0.19637064635753632, + 0.08575430512428284, + 0.10592225939035416, + 0.04012134671211243, + 0.0803118646144867, + 0.06897380203008652 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.009817412123084068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294746398925781 + ], + "opposite_logprob_tokens": [ + -2.237947463989258 + ], + "logprob_reward": -0.11294746398925781, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294746398925781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744033843278885, + 0.11523551493883133, + 0.2581567168235779, + 0.06280475109815598, + 0.06201514974236488, + 0.08884990215301514, + 0.10652843862771988, + 0.08704772591590881, + 0.09553344547748566, + 0.056388042867183685 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.11294746398925781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044482942670583725, + 0.08794374763965607, + 0.2202797383069992, + 0.03684169054031372, + 0.09019804745912552, + 0.08222770690917969, + 0.12256745994091034, + 0.0672568753361702, + 0.11054252833127975, + 0.13765917718410492 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a single bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid inside the clear glass golden-amber in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily tilt upward to follow the bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bubble detach from the bottom and ascend vertically through the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bubble merge into a thick layer of milky foam at the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05919598042964935, + 0.08725795894861221, + 0.12959305942058563, + 0.05048229917883873, + 0.08670052140951157, + 0.20705761015415192, + 0.0780482292175293, + 0.06120530515909195, + 0.14276178181171417, + 0.09769724309444427 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.0097782202064991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_tensor([1814, 1814])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_tensor([1814, 1814])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..349f94c5656ddc8b689083633f05fac4e18e97f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_tensor([1814, 1814])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An eye-level, static long shot captures the scene of a classic American diner, the camera's unwavering gaze passing over empty swivel stools at a gleaming chrome counter toward a lone red vinyl booth. In the center of the booth's table, a massive gourmet burger rests on a white ceramic plate. Its gleaming sesame seed bun, thick, grilled patty, and vibrant layers of lettuce and tomato initially look quite appetizing under the warm yellow overhead lighting. Then, a surreal movement unfolds; the burger begins to dissolve. The bun slowly deflates and sags, its structure failing as the beef patty and a slice of cheddar cheese melt, relentlessly oozing down the sides of the plate. Crisp vegetables wilt and collapse into a mass, fresh colors bleeding into one another. In a moment, the unique, stacked layers sink into a formless, gooey, multicolored puddle, its smooth surface reflecting the cold blue glow of neon signs on the rain-slicked street outside, creating a quiet, dreamlike eerie atmosphere within the otherwise mundane and nostalgic setting.", + "seed": 20609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_1814_seed_20609_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2736730981618166, + "vlm_logprob": -0.2736730981618166, + "vlm_yes_no_margin": 2.4000000059604645, + "vlm_token_credit": -0.2736730981618166, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2902507781982422 + ], + "opposite_logprob_tokens": [ + -1.4152507781982422 + ], + "logprob_reward": -0.2902507781982422, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2902507781982422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26562464237213135, + 0.06457997858524323, + 0.05927581340074539, + 0.09330026805400848, + 0.07625223696231842, + 0.05261737108230591, + 0.06374231725931168, + 0.1674070656299591, + 0.10638602823019028, + 0.050814226269721985 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.2902507781982422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008679522201418877 + ], + "opposite_logprob_tokens": [ + -4.758679389953613 + ], + "logprob_reward": -0.008679522201418877, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008679522201418877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13491319119930267, + 0.15729112923145294, + 0.09576413035392761, + 0.08187724649906158, + 0.04797235131263733, + 0.13117404282093048, + 0.06261081993579865, + 0.17165173590183258, + 0.09959639608860016, + 0.01714886911213398 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.008679522201418877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091477125883102 + ], + "opposite_logprob_tokens": [ + -4.141091346740723 + ], + "logprob_reward": -0.016091477125883102, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091477125883102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19805099070072174, + 0.24656961858272552, + 0.0789760872721672, + 0.07943332195281982, + 0.018956588581204414, + 0.17445099353790283, + 0.1184929758310318, + 0.03505043312907219, + 0.022406097501516342, + 0.02761286497116089 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.016091477125883102 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743123054504395 + ], + "opposite_logprob_tokens": [ + -0.47431233525276184 + ], + "logprob_reward": -0.9743123054504395, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9743123054504395, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3726497292518616, + 0.08721746504306793, + 0.14229410886764526, + 0.07755304127931595, + 0.047542691230773926, + 0.0619661808013916, + 0.09446543455123901, + 0.04771232604980469, + 0.025572530925273895, + 0.04302643612027168 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.9743123054504395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903140783309937 + ], + "opposite_logprob_tokens": [ + -2.579031467437744 + ], + "logprob_reward": -0.07903140783309937, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903140783309937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28334224224090576, + 0.2803153693675995, + 0.1395537108182907, + 0.037490714341402054, + 0.03184162452816963, + 0.03335203975439072, + 0.0855695903301239, + 0.06112489849328995, + 0.013827526941895485, + 0.03358229249715805 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07903140783309937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An eye-level, static long shot captures the scene of a classic American diner, the camera's unwavering gaze passing over empty swivel stools at a gleaming chrome counter toward a lone red vinyl booth. In the center of the booth's table, a massive gourmet burger rests on a white ceramic plate. Its gleaming sesame seed bun, thick, grilled patty, and vibrant layers of lettuce and tomato initially look quite appetizing under the warm yellow overhead lighting. Then, a surreal movement unfolds; the burger begins to dissolve. The bun slowly deflates and sags, its structure failing as the beef patty and a slice of cheddar cheese melt, relentlessly oozing down the sides of the plate. Crisp vegetables wilt and collapse into a mass, fresh colors bleeding into one another. In a moment, the unique, stacked layers sink into a formless, gooey, multicolored puddle, its smooth surface reflecting the cold blue glow of neon signs on the rain-slicked street outside, creating a quiet, dreamlike eerie atmosphere within the otherwise mundane and nostalgic setting.", + "seed": 20610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_1814_seed_20610_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3364557086490095, + "vlm_logprob": -0.3364557086490095, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.3364557086490095, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10950680077075958 + ], + "opposite_logprob_tokens": [ + -2.359506845474243 + ], + "logprob_reward": -0.10950680077075958, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10950680077075958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15812675654888153, + 0.1497003585100174, + 0.16455432772636414, + 0.04681164771318436, + 0.03169002756476402, + 0.02399909682571888, + 0.1353829801082611, + 0.10802685469388962, + 0.1480080634355545, + 0.03369993716478348 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10950680077075958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052945869974792 + ], + "opposite_logprob_tokens": [ + -5.2552947998046875 + ], + "logprob_reward": -0.0052945869974792, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052945869974792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2580335736274719, + 0.12832984328269958, + 0.2401178777217865, + 0.023391496390104294, + 0.02933412231504917, + 0.02603049762547016, + 0.03635590523481369, + 0.10750751942396164, + 0.12067785859107971, + 0.030221356078982353 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0052945869974792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370922327041626 + ], + "opposite_logprob_tokens": [ + -0.3870922029018402 + ], + "logprob_reward": -1.1370922327041626, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370922327041626, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3545619547367096, + 0.09836840629577637, + 0.0854855626821518, + 0.044026512652635574, + 0.027949683368206024, + 0.042344849556684494, + 0.08647654205560684, + 0.04713427275419235, + 0.105103999376297, + 0.10854823887348175 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -1.1370922327041626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38726580142974854 + ], + "opposite_logprob_tokens": [ + -1.1372658014297485 + ], + "logprob_reward": -0.38726580142974854, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38726580142974854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36504581570625305, + 0.09221646934747696, + 0.11918964982032776, + 0.031616270542144775, + 0.018447421491146088, + 0.02438405528664589, + 0.029519135132431984, + 0.12800365686416626, + 0.11039315909147263, + 0.08118439465761185 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.38726580142974854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043119121342897415 + ], + "opposite_logprob_tokens": [ + -3.168119192123413 + ], + "logprob_reward": -0.043119121342897415, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043119121342897415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4055699110031128, + 0.08367516100406647, + 0.10828512161970139, + 0.04275277256965637, + 0.023399848490953445, + 0.0232864823192358, + 0.05625719204545021, + 0.05920610576868057, + 0.07708120346069336, + 0.12048617005348206 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.043119121342897415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static long shot captures the scene of a classic American diner, the camera's unwavering gaze passing over empty swivel stools at a gleaming chrome counter toward a lone red vinyl booth. In the center of the booth's table, a massive gourmet burger rests on a white ceramic plate. Its gleaming sesame seed bun, thick, grilled patty, and vibrant layers of lettuce and tomato initially look quite appetizing under the warm yellow overhead lighting. Then, a surreal movement unfolds; the burger begins to dissolve. The bun slowly deflates and sags, its structure failing as the beef patty and a slice of cheddar cheese melt, relentlessly oozing down the sides of the plate. Crisp vegetables wilt and collapse into a mass, fresh colors bleeding into one another. In a moment, the unique, stacked layers sink into a formless, gooey, multicolored puddle, its smooth surface reflecting the cold blue glow of neon signs on the rain-slicked street outside, creating a quiet, dreamlike eerie atmosphere within the otherwise mundane and nostalgic setting.", + "seed": 20611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_1814_seed_20611_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09543884824961424, + "vlm_logprob": -0.09543884824961424, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.09543884824961424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10367923229932785 + ], + "opposite_logprob_tokens": [ + -2.3536791801452637 + ], + "logprob_reward": -0.10367923229932785, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10367923229932785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09140335768461227, + 0.042959023267030716, + 0.040477585047483444, + 0.041603583842515945, + 0.144605353474617, + 0.05207829177379608, + 0.07619652152061462, + 0.35818102955818176, + 0.09234554320573807, + 0.06014975532889366 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.10367923229932785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00528059434145689 + ], + "opposite_logprob_tokens": [ + -5.255280494689941 + ], + "logprob_reward": -0.00528059434145689, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00528059434145689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17160990834236145, + 0.07304075360298157, + 0.05283087119460106, + 0.05995670333504677, + 0.14349260926246643, + 0.10355488210916519, + 0.05780702829360962, + 0.1246330589056015, + 0.12768670916557312, + 0.08538755029439926 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.00528059434145689 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868464171886444 + ], + "opposite_logprob_tokens": [ + -3.048684597015381 + ], + "logprob_reward": -0.04868464171886444, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868464171886444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11035268008708954, + 0.054480742663145065, + 0.031193893402814865, + 0.04141106456518173, + 0.2162904292345047, + 0.16600672900676727, + 0.10256629437208176, + 0.14718006551265717, + 0.09390023350715637, + 0.036617811769247055 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.04868464171886444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28142401576042175 + ], + "opposite_logprob_tokens": [ + -1.4064240455627441 + ], + "logprob_reward": -0.28142401576042175, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28142401576042175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06459412723779678, + 0.04571900889277458, + 0.03059864044189453, + 0.03134017810225487, + 0.18964740633964539, + 0.19056285917758942, + 0.10507882386445999, + 0.15362834930419922, + 0.11868087947368622, + 0.07014980167150497 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.28142401576042175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812575712800026 + ], + "opposite_logprob_tokens": [ + -3.28812575340271 + ], + "logprob_reward": -0.03812575712800026, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812575712800026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0962517037987709, + 0.09229561686515808, + 0.04723643884062767, + 0.09030041843652725, + 0.11546997725963593, + 0.2111920565366745, + 0.08768204599618912, + 0.07368545234203339, + 0.11276978999376297, + 0.07311653345823288 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.03812575712800026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static long shot captures the scene of a classic American diner, the camera's unwavering gaze passing over empty swivel stools at a gleaming chrome counter toward a lone red vinyl booth. In the center of the booth's table, a massive gourmet burger rests on a white ceramic plate. Its gleaming sesame seed bun, thick, grilled patty, and vibrant layers of lettuce and tomato initially look quite appetizing under the warm yellow overhead lighting. Then, a surreal movement unfolds; the burger begins to dissolve. The bun slowly deflates and sags, its structure failing as the beef patty and a slice of cheddar cheese melt, relentlessly oozing down the sides of the plate. Crisp vegetables wilt and collapse into a mass, fresh colors bleeding into one another. In a moment, the unique, stacked layers sink into a formless, gooey, multicolored puddle, its smooth surface reflecting the cold blue glow of neon signs on the rain-slicked street outside, creating a quiet, dreamlike eerie atmosphere within the otherwise mundane and nostalgic setting.", + "seed": 20612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_3/index_1814_seed_20612_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08157331952825189, + "vlm_logprob": -0.08157331952825189, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.08157331952825189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0925072431564331 + ], + "opposite_logprob_tokens": [ + -2.5925073623657227 + ], + "logprob_reward": -0.0925072431564331, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0925072431564331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20150849223136902, + 0.09325220435857773, + 0.06892115622758865, + 0.10615313053131104, + 0.06357856839895248, + 0.10696670413017273, + 0.31150317192077637, + 0.01525012869387865, + 0.015400270000100136, + 0.017466144636273384 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0925072431564331 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003649837803095579 + ], + "opposite_logprob_tokens": [ + -5.628649711608887 + ], + "logprob_reward": -0.003649837803095579, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003649837803095579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159357488155365, + 0.1025615856051445, + 0.018933909013867378, + 0.020712781697511673, + 0.058852482587099075, + 0.034849248826503754, + 0.5193648338317871, + 0.03503141179680824, + 0.02731044963002205, + 0.023025771602988243 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.003649837803095579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092298552393913 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092298552393913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092298552393913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3310050070285797, + 0.040560297667980194, + 0.028872592374682426, + 0.029507409781217575, + 0.09106242656707764, + 0.049066901206970215, + 0.253233402967453, + 0.0711757242679596, + 0.06552477926015854, + 0.03999146819114685 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.016092298552393913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814086377620697 + ], + "opposite_logprob_tokens": [ + -1.406408667564392 + ], + "logprob_reward": -0.2814086377620697, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814086377620697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3391420543193817, + 0.10920628905296326, + 0.014053764753043652, + 0.20194865763187408, + 0.08495204150676727, + 0.018184633925557137, + 0.11299242079257965, + 0.037769708782434464, + 0.03724435344338417, + 0.04450611770153046 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.2814086377620697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a classic American diner with an eye-level static long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a massive gourmet burger on a white ceramic plate in a red vinyl booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the burger dissolve, with the bun deflating and ingredients melting into a gooey puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the puddle reflect the cold blue glow of neon signs on a rain-slicked street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting initially warm yellow overhead lighting that transitions to a cold blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208580367267132 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208580367267132, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208580367267132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.341831237077713, + 0.04517504572868347, + 0.021749751642346382, + 0.2600853145122528, + 0.0484696701169014, + 0.048304926604032516, + 0.14430168271064758, + 0.0339309386909008, + 0.03076949715614319, + 0.025381844490766525 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.014208580367267132 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_tensor([395, 395])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_tensor([395, 395])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c573fc6f71f096fd6ad5a4ddbfb3fa10ee07965b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_tensor([395, 395])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle shot captures a dimly lit kitchen scene. A faint ray of moonlight streams in from an off-screen window, casting a cool, sparse patch of light on the worn wooden dining table. At its center, a short-haired cat, all black and glossy fur, lurks on the tabletop, its body crouched low, muscles tensed, in perfect hunting stance. Its emerald green eyes gleam with alert excitement in the darkness, pupils dilated with concentration. On a white ceramic plate before it lies a whole, uncooked, silvery fish, its scales reflecting a cool, alluring sheen in the moonlight. The cat carefully executes its theft. Slowly and silently, it extends a front paw, its pink pad gently spreading. Swiftly and decisively, its sharp claw hooks the fish's head, steadily and deliberately attempting to drag this unexpected late-night snack toward the edge of the table. The cat's black fur presents an extremely realistic texture in the dim light, and each hair reflects a subtle luster, forming a sharp contrast with the deep shadows around it, creating a quiet atmosphere that is both tense and full of playful fun.", + "seed": 4984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_395_seed_4984_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.032252848520874976, + "vlm_logprob": -0.032252848520874976, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.032252848520874976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08105349540710449 + ], + "opposite_logprob_tokens": [ + -2.5810534954071045 + ], + "logprob_reward": -0.08105349540710449, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08105349540710449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1729307770729065, + 0.06343057751655579, + 0.3335873484611511, + 0.05632477626204491, + 0.0754523053765297, + 0.06955026090145111, + 0.04790322855114937, + 0.06986777484416962, + 0.07132379710674286, + 0.03962916508316994 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.08105349540710449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255324762314558 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.01255324762314558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255324762314558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19822390377521515, + 0.04774190112948418, + 0.38703879714012146, + 0.027223993092775345, + 0.0352487750351429, + 0.04759165644645691, + 0.07713989168405533, + 0.030194468796253204, + 0.0429963655769825, + 0.10660018771886826 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.01255324762314558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12774209678173065, + 0.08452416956424713, + 0.2773517072200775, + 0.04328205808997154, + 0.0693943127989769, + 0.14636972546577454, + 0.05045461282134056, + 0.1063365489244461, + 0.04952997714281082, + 0.04501471668481827 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026333771646022797 + ], + "opposite_logprob_tokens": [ + -3.651333808898926 + ], + "logprob_reward": -0.026333771646022797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026333771646022797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18593639135360718, + 0.07932087033987045, + 0.17703038454055786, + 0.04657219350337982, + 0.05608956515789032, + 0.10774796456098557, + 0.15133868157863617, + 0.10571635514497757, + 0.04819672554731369, + 0.04205087572336197 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.026333771646022797 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369395062327385 + ], + "opposite_logprob_tokens": [ + -3.40869402885437 + ], + "logprob_reward": -0.03369395062327385, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369395062327385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07132463157176971, + 0.044844850897789, + 0.30932697653770447, + 0.08122871071100235, + 0.10217683017253876, + 0.18110927939414978, + 0.09630536288022995, + 0.05392655357718468, + 0.029162626713514328, + 0.03059414029121399 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.03369395062327385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a dimly lit kitchen scene. A faint ray of moonlight streams in from an off-screen window, casting a cool, sparse patch of light on the worn wooden dining table. At its center, a short-haired cat, all black and glossy fur, lurks on the tabletop, its body crouched low, muscles tensed, in perfect hunting stance. Its emerald green eyes gleam with alert excitement in the darkness, pupils dilated with concentration. On a white ceramic plate before it lies a whole, uncooked, silvery fish, its scales reflecting a cool, alluring sheen in the moonlight. The cat carefully executes its theft. Slowly and silently, it extends a front paw, its pink pad gently spreading. Swiftly and decisively, its sharp claw hooks the fish's head, steadily and deliberately attempting to drag this unexpected late-night snack toward the edge of the table. The cat's black fur presents an extremely realistic texture in the dim light, and each hair reflects a subtle luster, forming a sharp contrast with the deep shadows around it, creating a quiet atmosphere that is both tense and full of playful fun.", + "seed": 4985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_395_seed_4985_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03638528287410736, + "vlm_logprob": -0.03638528287410736, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.03638528287410736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07727307081222534 + ], + "opposite_logprob_tokens": [ + -2.70227313041687 + ], + "logprob_reward": -0.07727307081222534, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07727307081222534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25488290190696716, + 0.049350157380104065, + 0.02733379416167736, + 0.012843301519751549, + 0.027980657294392586, + 0.11292890459299088, + 0.13674649596214294, + 0.12935090065002441, + 0.15532609820365906, + 0.09325671195983887 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.07727307081222534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700579360127449 + ], + "opposite_logprob_tokens": [ + -2.6950578689575195 + ], + "logprob_reward": -0.0700579360127449, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700579360127449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2501855790615082, + 0.039671700447797775, + 0.035529378801584244, + 0.027822153642773628, + 0.030185623094439507, + 0.2540883421897888, + 0.06330447643995285, + 0.09778140485286713, + 0.10632723569869995, + 0.09510411322116852 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0700579360127449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640049301087856 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640049301087856, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640049301087856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.202932208776474, + 0.0922355204820633, + 0.05012309178709984, + 0.018320439383387566, + 0.014701982960104942, + 0.13892331719398499, + 0.08863402903079987, + 0.23136021196842194, + 0.07005248963832855, + 0.09271668642759323 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.004640049301087856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036120666190981865 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036120666190981865, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036120666190981865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07038012892007828, + 0.018797479569911957, + 0.014707237482070923, + 0.01750084012746811, + 0.01874537393450737, + 0.13583549857139587, + 0.12949109077453613, + 0.3991154432296753, + 0.09380417317152023, + 0.10162268579006195 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0036120666190981865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11534948647022247, + 0.03035007044672966, + 0.019354520365595818, + 0.023525241762399673, + 0.026168350130319595, + 0.15435583889484406, + 0.14227941632270813, + 0.1415063887834549, + 0.12139704078435898, + 0.22571368515491486 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.026343291625380516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a dimly lit kitchen scene. A faint ray of moonlight streams in from an off-screen window, casting a cool, sparse patch of light on the worn wooden dining table. At its center, a short-haired cat, all black and glossy fur, lurks on the tabletop, its body crouched low, muscles tensed, in perfect hunting stance. Its emerald green eyes gleam with alert excitement in the darkness, pupils dilated with concentration. On a white ceramic plate before it lies a whole, uncooked, silvery fish, its scales reflecting a cool, alluring sheen in the moonlight. The cat carefully executes its theft. Slowly and silently, it extends a front paw, its pink pad gently spreading. Swiftly and decisively, its sharp claw hooks the fish's head, steadily and deliberately attempting to drag this unexpected late-night snack toward the edge of the table. The cat's black fur presents an extremely realistic texture in the dim light, and each hair reflects a subtle luster, forming a sharp contrast with the deep shadows around it, creating a quiet atmosphere that is both tense and full of playful fun.", + "seed": 4986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_395_seed_4986_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.615550110116601, + "vlm_logprob": -0.615550110116601, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.615550110116601, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.8124752044677734 + ], + "opposite_logprob_tokens": [ + -0.06247527897357941 + ], + "logprob_reward": -2.8124752044677734, + "yes_no_margin_reward": -2.75, + "token_credit_reward": -2.8124752044677734, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24429072439670563, + 0.24621477723121643, + 0.29270368814468384, + 0.04267330467700958, + 0.05272529646754265, + 0.032193753868341446, + 0.024374745786190033, + 0.021800121292471886, + 0.016954641789197922, + 0.026068933308124542 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -2.8124752044677734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14308668673038483 + ], + "opposite_logprob_tokens": [ + -2.0180866718292236 + ], + "logprob_reward": -0.14308668673038483, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14308668673038483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23678633570671082, + 0.30252885818481445, + 0.13523995876312256, + 0.04273947328329086, + 0.07238270342350006, + 0.03557388857007027, + 0.02944553643465042, + 0.03269109129905701, + 0.03250036761164665, + 0.0801117867231369 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.14308668673038483 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026385555043816566 + ], + "opposite_logprob_tokens": [ + -3.651385545730591 + ], + "logprob_reward": -0.026385555043816566, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026385555043816566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2487897425889969, + 0.21824827790260315, + 0.2821081578731537, + 0.044927991926670074, + 0.06210560351610184, + 0.04119281843304634, + 0.028953801840543747, + 0.021230334416031837, + 0.020024428144097328, + 0.03241895139217377 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.026385555043816566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371515870094299 + ], + "opposite_logprob_tokens": [ + -3.40871524810791 + ], + "logprob_reward": -0.03371515870094299, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371515870094299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27013474702835083, + 0.1345054805278778, + 0.1515110284090042, + 0.04876824840903282, + 0.07952681928873062, + 0.1289866417646408, + 0.05706470459699631, + 0.04136214032769203, + 0.030856750905513763, + 0.0572834275662899 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03371515870094299 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208794564008713 + ], + "opposite_logprob_tokens": [ + -2.8120880126953125 + ], + "logprob_reward": -0.06208794564008713, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208794564008713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18008208274841309, + 0.20992115139961243, + 0.09800007939338684, + 0.042989332228899, + 0.1636839658021927, + 0.024457216262817383, + 0.033742498606443405, + 0.027117319405078888, + 0.03600946068763733, + 0.18399687111377716 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.06208794564008713 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a dimly lit kitchen scene. A faint ray of moonlight streams in from an off-screen window, casting a cool, sparse patch of light on the worn wooden dining table. At its center, a short-haired cat, all black and glossy fur, lurks on the tabletop, its body crouched low, muscles tensed, in perfect hunting stance. Its emerald green eyes gleam with alert excitement in the darkness, pupils dilated with concentration. On a white ceramic plate before it lies a whole, uncooked, silvery fish, its scales reflecting a cool, alluring sheen in the moonlight. The cat carefully executes its theft. Slowly and silently, it extends a front paw, its pink pad gently spreading. Swiftly and decisively, its sharp claw hooks the fish's head, steadily and deliberately attempting to drag this unexpected late-night snack toward the edge of the table. The cat's black fur presents an extremely realistic texture in the dim light, and each hair reflects a subtle luster, forming a sharp contrast with the deep shadows around it, creating a quiet atmosphere that is both tense and full of playful fun.", + "seed": 4987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_4/index_395_seed_4987_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11091319625265897, + "vlm_logprob": -0.11091319625265897, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.11091319625265897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4337404668331146 + ], + "opposite_logprob_tokens": [ + -1.058740496635437 + ], + "logprob_reward": -0.4337404668331146, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4337404668331146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23892313241958618, + 0.0668245181441307, + 0.117994524538517, + 0.11567791551351547, + 0.12393572181463242, + 0.10204263776540756, + 0.03188338503241539, + 0.04439772665500641, + 0.035274069756269455, + 0.1230463758111 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.4337404668331146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310404881834984 + ], + "opposite_logprob_tokens": [ + -3.1681039333343506 + ], + "logprob_reward": -0.04310404881834984, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310404881834984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22225753962993622, + 0.09532512724399567, + 0.030742060393095016, + 0.23941047489643097, + 0.12641485035419464, + 0.05736515671014786, + 0.03139122575521469, + 0.1456023007631302, + 0.018837008625268936, + 0.03265424445271492 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.04310404881834984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3064975142478943, + 0.09825929254293442, + 0.03141338750720024, + 0.13085483014583588, + 0.13155092298984528, + 0.08170227706432343, + 0.06209288910031319, + 0.04146016389131546, + 0.034407682716846466, + 0.08176104724407196 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.004096213262528181 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25394871830940247, + 0.1304660439491272, + 0.02441168949007988, + 0.0606980174779892, + 0.16284240782260895, + 0.12883779406547546, + 0.04241810739040375, + 0.03494710847735405, + 0.06660079210996628, + 0.09482932090759277 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0036126605700701475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dimly lit kitchen with a worn wooden dining table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a faint ray of moonlight streaming from an off-screen window onto the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a short-haired black cat with glossy fur and emerald green eyes visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a whole uncooked silvery fish lying on a white ceramic plate in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat extend its front paw with a pink pad to hook the fish's head and attempt to drag it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001259177923203 + ], + "opposite_logprob_tokens": [ + -2.6950125694274902 + ], + "logprob_reward": -0.07001259177923203, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001259177923203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1547398865222931, + 0.07263259589672089, + 0.06533917039632797, + 0.18922056257724762, + 0.1167927011847496, + 0.09096476435661316, + 0.08287083357572556, + 0.054913002997636795, + 0.05071444436907768, + 0.12181202322244644 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.07001259177923203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_tensor([4831, 4831])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_tensor([4831, 4831])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..390a8a7e9d9d96665c26c1f28251a40ea477c785 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_tensor([4831, 4831])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot glistens alongside a sleek sports car, painted a deep metallic candy apple red, gleaming under the city lights. With its aggressive, understated aerodynamics, the car expertly glides through the nearly deserted streets of a sprawling metropolis at night. Its powerful LED headlights cast sharp, white beams through the humid air, while its wide rear tires spray water from the rain-slicked asphalt. In the background, towering glass and steel skyscrapers are adorned with vibrant, out-of-focus neon signs and digital billboards, their vibrant colors reflecting in long, distorted streaks on the wet pavement. In hot pursuit, a modern black-and-white police interceptor closes in distance, its roof-mounted light bar flashing violently, casting a rhythmic, pulsating cascade of intense red and blue light that sweeps across the scene. This stroboscopic effect illuminates the fine mist hanging in the cool night air and causes water droplets on both vehicles to shimmer, creating a tense, high-octane atmosphere imbued with the thrill of a relentless pursuit.", + "seed": 23748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_4831_seed_23748_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04814611859619618, + "vlm_logprob": -0.04814611859619618, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04814611859619618, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013254860416054726 + ], + "opposite_logprob_tokens": [ + -4.388254642486572 + ], + "logprob_reward": -0.013254860416054726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013254860416054726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04676973819732666, + 0.04339129477739334, + 0.13821063935756683, + 0.041461654007434845, + 0.08099378645420074, + 0.0447155199944973, + 0.3365585207939148, + 0.19185686111450195, + 0.04073858633637428, + 0.035303447395563126 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.013254860416054726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635142020881176 + ], + "opposite_logprob_tokens": [ + -3.6513514518737793 + ], + "logprob_reward": -0.02635142020881176, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635142020881176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11333789676427841, + 0.09394638240337372, + 0.09018776565790176, + 0.2063717246055603, + 0.10053784400224686, + 0.08605852723121643, + 0.10025601089000702, + 0.056299589574337006, + 0.10276413708925247, + 0.05024007335305214 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.02635142020881176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291978508234024 + ], + "opposite_logprob_tokens": [ + -2.237919807434082 + ], + "logprob_reward": -0.11291978508234024, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291978508234024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15051902830600739, + 0.11044309288263321, + 0.06319433450698853, + 0.07978646457195282, + 0.056160371750593185, + 0.04777141660451889, + 0.10237397998571396, + 0.273616760969162, + 0.07686162739992142, + 0.03927295282483101 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.11291978508234024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002237439155579 + ], + "opposite_logprob_tokens": [ + -2.6950223445892334 + ], + "logprob_reward": -0.07002237439155579, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002237439155579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18826575577259064, + 0.08191452920436859, + 0.11253966391086578, + 0.14100973308086395, + 0.10655438899993896, + 0.12355761975049973, + 0.09785129129886627, + 0.06274312734603882, + 0.03135841712355614, + 0.054205480962991714 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.07002237439155579 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818215288221836 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.01818215288221836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818215288221836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26078855991363525, + 0.11314363032579422, + 0.0371205098927021, + 0.03213712200522423, + 0.056487467139959335, + 0.04634968936443329, + 0.08023079484701157, + 0.2226683348417282, + 0.11284615099430084, + 0.03822781890630722 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01818215288221836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glistens alongside a sleek sports car, painted a deep metallic candy apple red, gleaming under the city lights. With its aggressive, understated aerodynamics, the car expertly glides through the nearly deserted streets of a sprawling metropolis at night. Its powerful LED headlights cast sharp, white beams through the humid air, while its wide rear tires spray water from the rain-slicked asphalt. In the background, towering glass and steel skyscrapers are adorned with vibrant, out-of-focus neon signs and digital billboards, their vibrant colors reflecting in long, distorted streaks on the wet pavement. In hot pursuit, a modern black-and-white police interceptor closes in distance, its roof-mounted light bar flashing violently, casting a rhythmic, pulsating cascade of intense red and blue light that sweeps across the scene. This stroboscopic effect illuminates the fine mist hanging in the cool night air and causes water droplets on both vehicles to shimmer, creating a tense, high-octane atmosphere imbued with the thrill of a relentless pursuit.", + "seed": 23749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_4831_seed_23749_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10394959263503552, + "vlm_logprob": -0.10394959263503552, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.10394959263503552, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.314039409160614 + ], + "opposite_logprob_tokens": [ + -1.3140394687652588 + ], + "logprob_reward": -0.314039409160614, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.314039409160614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19053806364536285, + 0.07597818225622177, + 0.11908312141895294, + 0.32317620515823364, + 0.01767013967037201, + 0.13056665658950806, + 0.023281943053007126, + 0.03656144067645073, + 0.020554134622216225, + 0.06259013712406158 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.314039409160614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085846349596977 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085846349596977, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085846349596977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09424306452274323, + 0.0518747940659523, + 0.11386813223361969, + 0.287740021944046, + 0.05729515105485916, + 0.09365420788526535, + 0.020898479968309402, + 0.09052648395299911, + 0.1075914204120636, + 0.08230821788311005 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.016085846349596977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038891673088074 + ], + "opposite_logprob_tokens": [ + -1.9103889465332031 + ], + "logprob_reward": -0.16038891673088074, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038891673088074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06315669417381287, + 0.05462704598903656, + 0.07482500374317169, + 0.14547809958457947, + 0.03571580350399017, + 0.2698584794998169, + 0.013693549670279026, + 0.06553995609283447, + 0.050750721246004105, + 0.2263546735048294 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.16038891673088074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059456892311573 + ], + "opposite_logprob_tokens": [ + -3.895594596862793 + ], + "logprob_reward": -0.02059456892311573, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059456892311573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07250717282295227, + 0.2216496616601944, + 0.043478161096572876, + 0.16020122170448303, + 0.035560451447963715, + 0.16365213692188263, + 0.04814931005239487, + 0.12921884655952454, + 0.06319216638803482, + 0.062390923500061035 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.02059456892311573 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639222010970116 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639222010970116, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639222010970116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1139964833855629, + 0.2044140100479126, + 0.026132062077522278, + 0.03296755626797676, + 0.039687175303697586, + 0.39635252952575684, + 0.007814551703631878, + 0.030165372416377068, + 0.0513363853096962, + 0.09713385999202728 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.008639222010970116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glistens alongside a sleek sports car, painted a deep metallic candy apple red, gleaming under the city lights. With its aggressive, understated aerodynamics, the car expertly glides through the nearly deserted streets of a sprawling metropolis at night. Its powerful LED headlights cast sharp, white beams through the humid air, while its wide rear tires spray water from the rain-slicked asphalt. In the background, towering glass and steel skyscrapers are adorned with vibrant, out-of-focus neon signs and digital billboards, their vibrant colors reflecting in long, distorted streaks on the wet pavement. In hot pursuit, a modern black-and-white police interceptor closes in distance, its roof-mounted light bar flashing violently, casting a rhythmic, pulsating cascade of intense red and blue light that sweeps across the scene. This stroboscopic effect illuminates the fine mist hanging in the cool night air and causes water droplets on both vehicles to shimmer, creating a tense, high-octane atmosphere imbued with the thrill of a relentless pursuit.", + "seed": 23750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_4831_seed_23750_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022246948350220917, + "vlm_logprob": -0.022246948350220917, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.022246948350220917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010413832031190395 + ], + "opposite_logprob_tokens": [ + -4.635413646697998 + ], + "logprob_reward": -0.010413832031190395, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010413832031190395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33068037033081055, + 0.125534787774086, + 0.07017738372087479, + 0.09285072237253189, + 0.05820775777101517, + 0.11601559817790985, + 0.056460801512002945, + 0.04224885255098343, + 0.045872610062360764, + 0.06195111200213432 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.010413832031190395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583242177963257 + ], + "opposite_logprob_tokens": [ + -3.895583152770996 + ], + "logprob_reward": -0.020583242177963257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583242177963257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21329253911972046, + 0.11095365881919861, + 0.07875554263591766, + 0.0949963703751564, + 0.0579763799905777, + 0.18999339640140533, + 0.04713371396064758, + 0.051062118262052536, + 0.050921857357025146, + 0.10491443425416946 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.020583242177963257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634131908416748 + ], + "opposite_logprob_tokens": [ + -3.651341438293457 + ], + "logprob_reward": -0.02634131908416748, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634131908416748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2636406719684601, + 0.06715767085552216, + 0.028851166367530823, + 0.057553526014089584, + 0.034192901104688644, + 0.22516728937625885, + 0.04828199744224548, + 0.046606242656707764, + 0.1558745801448822, + 0.07267392426729202 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.02634131908416748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864966869354248 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864966869354248, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864966869354248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47253501415252686, + 0.09545081853866577, + 0.061887964606285095, + 0.033792395144701004, + 0.0242560226470232, + 0.09146301448345184, + 0.057833053171634674, + 0.09407198429107666, + 0.02571003884077072, + 0.042999740689992905 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.04864966869354248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00524667976424098 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.00524667976424098, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00524667976424098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6490427255630493, + 0.05078274384140968, + 0.03551645949482918, + 0.04826967790722847, + 0.018845710903406143, + 0.04285195842385292, + 0.022969059646129608, + 0.032425280660390854, + 0.06831423938274384, + 0.030982162803411484 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.00524667976424098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glistens alongside a sleek sports car, painted a deep metallic candy apple red, gleaming under the city lights. With its aggressive, understated aerodynamics, the car expertly glides through the nearly deserted streets of a sprawling metropolis at night. Its powerful LED headlights cast sharp, white beams through the humid air, while its wide rear tires spray water from the rain-slicked asphalt. In the background, towering glass and steel skyscrapers are adorned with vibrant, out-of-focus neon signs and digital billboards, their vibrant colors reflecting in long, distorted streaks on the wet pavement. In hot pursuit, a modern black-and-white police interceptor closes in distance, its roof-mounted light bar flashing violently, casting a rhythmic, pulsating cascade of intense red and blue light that sweeps across the scene. This stroboscopic effect illuminates the fine mist hanging in the cool night air and causes water droplets on both vehicles to shimmer, creating a tense, high-octane atmosphere imbued with the thrill of a relentless pursuit.", + "seed": 23751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_5/index_4831_seed_23751_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052087377384305, + "vlm_logprob": -0.052087377384305, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.052087377384305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03442708030343056 + ], + "opposite_logprob_tokens": [ + -3.4094271659851074 + ], + "logprob_reward": -0.03442708030343056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03442708030343056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14555025100708008, + 0.13388660550117493, + 0.0795888677239418, + 0.2990795075893402, + 0.06337546557188034, + 0.03228834271430969, + 0.03287815302610397, + 0.07386647164821625, + 0.06612204015254974, + 0.0733642652630806 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.03442708030343056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595969632267952 + ], + "opposite_logprob_tokens": [ + -3.8955960273742676 + ], + "logprob_reward": -0.020595969632267952, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595969632267952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12417430430650711, + 0.12119559943675995, + 0.06919201463460922, + 0.15939751267433167, + 0.2246672511100769, + 0.03905060514807701, + 0.01869104988873005, + 0.09934471547603607, + 0.04195629432797432, + 0.10233058780431747 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.020595969632267952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029792040586472 + ], + "opposite_logprob_tokens": [ + -2.3502979278564453 + ], + "logprob_reward": -0.10029792040586472, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029792040586472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1920720636844635, + 0.139766126871109, + 0.06690160930156708, + 0.18267232179641724, + 0.0683046504855156, + 0.0798615887761116, + 0.03567434102296829, + 0.13868162035942078, + 0.057827021926641464, + 0.038238607347011566 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.10029792040586472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205377355217934 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205377355217934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205377355217934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1399536430835724, + 0.11731936782598495, + 0.08532107621431351, + 0.07184849679470062, + 0.06995400041341782, + 0.05642668157815933, + 0.022358035668730736, + 0.10138606280088425, + 0.07048855721950531, + 0.26494407653808594 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.06205377355217934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek sports car painted deep metallic candy apple red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and performing a tracking shot alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car gliding through nearly deserted streets of a sprawling metropolis at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a modern black-and-white police interceptor in hot pursuit with a flashing red and blue light bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the background skyscrapers feature vibrant neon signs and digital billboards reflecting on wet pavement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306214302778244 + ], + "opposite_logprob_tokens": [ + -3.168062210083008 + ], + "logprob_reward": -0.04306214302778244, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306214302778244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11308348178863525, + 0.0828937292098999, + 0.026918623596429825, + 0.09724879264831543, + 0.09277046471834183, + 0.046729497611522675, + 0.04564686492085457, + 0.26865309476852417, + 0.0946028083562851, + 0.13145264983177185 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.04306214302778244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_tensor([2843, 2843])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_tensor([2843, 2843])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ce24ea8e6a76ae17c5135804aad7ba9fd23901ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_tensor([2843, 2843])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a static, aerial view, the camera overlooks a tranquil Zen garden pond, capturing an intimate moment rendered in a refined gongbi style. Two luminous golden red horsefish perform a graceful courtship dance in high-frame-rate slow motion. Each of their scales is defined by meticulous, delicate brushstrokes, creating a texture that shimmers like wet silk and captures ethereal, soft light. They circle each other with balletic grace, their bodies occasionally gently touching. Their fins, painted with equally fine lines, appear translucent and delicate as they swim through the dark, clear water. This central action is framed by a soft, ink-wash lotus pad, its gentle green and gray tones creating a gentle contrast with the vibrant gold and red hues of the fish. As the fish make delicate turns, their movement creates concentric ripples that spread gracefully across the water's surface, which is artistically kissed by abstract splashes of liquid gold ink that catch the light and momentarily glow, enhancing the scene's magical and tranquil atmosphere.", + "seed": 4999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_2843_seed_4999_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3751286933198571, + "vlm_logprob": -0.3751286933198571, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.3751286933198571, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06284936517477036 + ], + "opposite_logprob_tokens": [ + -2.812849283218384 + ], + "logprob_reward": -0.06284936517477036, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06284936517477036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21989548206329346, + 0.056164003908634186, + 0.15037383139133453, + 0.09008358418941498, + 0.07638094574213028, + 0.10314745455980301, + 0.17718194425106049, + 0.03887178748846054, + 0.043892115354537964, + 0.04400888457894325 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.06284936517477036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356063783168793 + ], + "opposite_logprob_tokens": [ + -3.6513559818267822 + ], + "logprob_reward": -0.026356063783168793, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356063783168793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15995872020721436, + 0.04104392230510712, + 0.11459764093160629, + 0.06763500720262527, + 0.17104840278625488, + 0.10832183063030243, + 0.0894087553024292, + 0.10276100039482117, + 0.03137913718819618, + 0.11384555697441101 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.026356063783168793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43761709332466125, + 0.046281229704618454, + 0.08410713821649551, + 0.03832533583045006, + 0.046720217913389206, + 0.08928435295820236, + 0.07530945539474487, + 0.03262599557638168, + 0.05248089134693146, + 0.09724830836057663 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898393273353577 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898393273353577, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898393273353577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21068866550922394, + 0.061221200972795486, + 0.04963640868663788, + 0.06608005613088608, + 0.0661148652434349, + 0.0833529457449913, + 0.14133603870868683, + 0.15949419140815735, + 0.0824703723192215, + 0.07960521429777145 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.07898393273353577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701503038406372 + ], + "opposite_logprob_tokens": [ + -0.20150309801101685 + ], + "logprob_reward": -1.701503038406372, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701503038406372, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.304157018661499, + 0.041458941996097565, + 0.07236254215240479, + 0.08441229909658432, + 0.04933452606201172, + 0.07966137677431107, + 0.0917077511548996, + 0.03329635411500931, + 0.15078425407409668, + 0.09282494336366653 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -1.701503038406372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "From a static, aerial view, the camera overlooks a tranquil Zen garden pond, capturing an intimate moment rendered in a refined gongbi style. Two luminous golden red horsefish perform a graceful courtship dance in high-frame-rate slow motion. Each of their scales is defined by meticulous, delicate brushstrokes, creating a texture that shimmers like wet silk and captures ethereal, soft light. They circle each other with balletic grace, their bodies occasionally gently touching. Their fins, painted with equally fine lines, appear translucent and delicate as they swim through the dark, clear water. This central action is framed by a soft, ink-wash lotus pad, its gentle green and gray tones creating a gentle contrast with the vibrant gold and red hues of the fish. As the fish make delicate turns, their movement creates concentric ripples that spread gracefully across the water's surface, which is artistically kissed by abstract splashes of liquid gold ink that catch the light and momentarily glow, enhancing the scene's magical and tranquil atmosphere.", + "seed": 5000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_2843_seed_5000_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2003042357042432, + "vlm_logprob": -0.2003042357042432, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.2003042357042432, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0710291936993599 + ], + "opposite_logprob_tokens": [ + -2.6960291862487793 + ], + "logprob_reward": -0.0710291936993599, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0710291936993599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11737228184938431, + 0.07745182514190674, + 0.08719059824943542, + 0.07446693629026413, + 0.03720404952764511, + 0.09827115386724472, + 0.07151873409748077, + 0.060084518045186996, + 0.2421109676361084, + 0.1343289464712143 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0710291936993599 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648558519780636 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648558519780636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648558519780636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1255253404378891, + 0.13428762555122375, + 0.34552645683288574, + 0.040857959538698196, + 0.033294808119535446, + 0.02810092456638813, + 0.06290039420127869, + 0.04631368815898895, + 0.11843710392713547, + 0.06475571542978287 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.008648558519780636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740333512425423 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740333512425423, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740333512425423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17056696116924286, + 0.10520090907812119, + 0.11543530225753784, + 0.0695684403181076, + 0.04426121339201927, + 0.051997095346450806, + 0.05094634369015694, + 0.1112145259976387, + 0.11822082102298737, + 0.1625884473323822 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006740333512425423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902670443058014 + ], + "opposite_logprob_tokens": [ + -2.464026689529419 + ], + "logprob_reward": -0.08902670443058014, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902670443058014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08341813832521439, + 0.09571750462055206, + 0.10843045264482498, + 0.032703153789043427, + 0.03736581653356552, + 0.07849299907684326, + 0.16181699931621552, + 0.2247280776500702, + 0.08970373123884201, + 0.08762311935424805 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.08902670443058014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260763883590698 + ], + "opposite_logprob_tokens": [ + -0.5760763883590698 + ], + "logprob_reward": -0.8260763883590698, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260763883590698, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.133601576089859, + 0.08309285342693329, + 0.22061097621917725, + 0.04927949234843254, + 0.050905972719192505, + 0.07580594718456268, + 0.052359919995069504, + 0.0880935937166214, + 0.11258985847234726, + 0.1336597502231598 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.8260763883590698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "From a static, aerial view, the camera overlooks a tranquil Zen garden pond, capturing an intimate moment rendered in a refined gongbi style. Two luminous golden red horsefish perform a graceful courtship dance in high-frame-rate slow motion. Each of their scales is defined by meticulous, delicate brushstrokes, creating a texture that shimmers like wet silk and captures ethereal, soft light. They circle each other with balletic grace, their bodies occasionally gently touching. Their fins, painted with equally fine lines, appear translucent and delicate as they swim through the dark, clear water. This central action is framed by a soft, ink-wash lotus pad, its gentle green and gray tones creating a gentle contrast with the vibrant gold and red hues of the fish. As the fish make delicate turns, their movement creates concentric ripples that spread gracefully across the water's surface, which is artistically kissed by abstract splashes of liquid gold ink that catch the light and momentarily glow, enhancing the scene's magical and tranquil atmosphere.", + "seed": 5001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_2843_seed_5001_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2134090037085116, + "vlm_logprob": -0.2134090037085116, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.2134090037085116, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027158863842487335 + ], + "opposite_logprob_tokens": [ + -3.6521589756011963 + ], + "logprob_reward": -0.027158863842487335, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027158863842487335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10768598318099976, + 0.055836230516433716, + 0.06795614212751389, + 0.18969367444515228, + 0.13764901459217072, + 0.12156495451927185, + 0.13332703709602356, + 0.05981842428445816, + 0.09184245020151138, + 0.034626130014657974 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.027158863842487335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08616529405117035, + 0.07481794059276581, + 0.0611322782933712, + 0.053697194904088974, + 0.05916106700897217, + 0.35786083340644836, + 0.09591469168663025, + 0.09273602813482285, + 0.05649054795503616, + 0.062024183571338654 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950355436652899 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950355436652899, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950355436652899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1017933189868927, + 0.09815865010023117, + 0.08862492442131042, + 0.22043117880821228, + 0.04778241738677025, + 0.1513024866580963, + 0.0702178105711937, + 0.07225647568702698, + 0.08764448761940002, + 0.061788175255060196 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.005950355436652899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270400732755661 + ], + "opposite_logprob_tokens": [ + -2.127040147781372 + ], + "logprob_reward": -0.1270400732755661, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270400732755661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0943942740559578, + 0.04870102182030678, + 0.03160552680492401, + 0.2814788520336151, + 0.05119193717837334, + 0.24226562678813934, + 0.09383589774370193, + 0.040016304701566696, + 0.05869053676724434, + 0.057819996029138565 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.1270400732755661 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982522487640381 + ], + "opposite_logprob_tokens": [ + -0.5232522487640381 + ], + "logprob_reward": -0.8982522487640381, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982522487640381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14891602098941803, + 0.05671339109539986, + 0.24897493422031403, + 0.1944209635257721, + 0.05374060943722725, + 0.04394308105111122, + 0.0880536139011383, + 0.056440889835357666, + 0.059004150331020355, + 0.04979237541556358 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.8982522487640381 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "From a static, aerial view, the camera overlooks a tranquil Zen garden pond, capturing an intimate moment rendered in a refined gongbi style. Two luminous golden red horsefish perform a graceful courtship dance in high-frame-rate slow motion. Each of their scales is defined by meticulous, delicate brushstrokes, creating a texture that shimmers like wet silk and captures ethereal, soft light. They circle each other with balletic grace, their bodies occasionally gently touching. Their fins, painted with equally fine lines, appear translucent and delicate as they swim through the dark, clear water. This central action is framed by a soft, ink-wash lotus pad, its gentle green and gray tones creating a gentle contrast with the vibrant gold and red hues of the fish. As the fish make delicate turns, their movement creates concentric ripples that spread gracefully across the water's surface, which is artistically kissed by abstract splashes of liquid gold ink that catch the light and momentarily glow, enhancing the scene's magical and tranquil atmosphere.", + "seed": 5002, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_6/index_2843_seed_5002_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3573652719147503, + "vlm_logprob": -0.3573652719147503, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.3573652719147503, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049985356628894806 + ], + "opposite_logprob_tokens": [ + -3.049985408782959 + ], + "logprob_reward": -0.049985356628894806, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049985356628894806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12256985157728195, + 0.1367836445569992, + 0.054723210632801056, + 0.06205926835536957, + 0.0543043278157711, + 0.10834963619709015, + 0.09831096231937408, + 0.02966984175145626, + 0.22411660850048065, + 0.10911273956298828 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.049985356628894806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646101035177708 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646101035177708, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646101035177708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1461276113986969, + 0.09177746623754501, + 0.09626387059688568, + 0.08674865961074829, + 0.06976215541362762, + 0.15648485720157623, + 0.10619614273309708, + 0.02944568544626236, + 0.10370403528213501, + 0.11348959058523178 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.004646101035177708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.179835706949234, + 0.07588519155979156, + 0.13428962230682373, + 0.11544198542833328, + 0.0980977788567543, + 0.12349754571914673, + 0.03717855364084244, + 0.030508028343319893, + 0.13708624243736267, + 0.06817934662103653 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.004641236271709204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704354524612427 + ], + "opposite_logprob_tokens": [ + -2.1270434856414795 + ], + "logprob_reward": -0.12704354524612427, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704354524612427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2434055060148239, + 0.08440090715885162, + 0.083125539124012, + 0.09932330250740051, + 0.03764663636684418, + 0.09295941144227982, + 0.043822720646858215, + 0.04320843145251274, + 0.11762380599975586, + 0.15448370575904846 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.12704354524612427 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two golden red horsefish visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a Zen garden pond with a soft, ink-wash lotus pad in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fish scales and fins rendered with fine, delicate brushstrokes resembling wet silk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fish perform a courtship dance involving circling and gentle touching in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera provide a static, aerial view overlooking the pond?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005101203918457 + ], + "opposite_logprob_tokens": [ + -0.2255101501941681 + ], + "logprob_reward": -1.6005101203918457, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005101203918457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3004368841648102, + 0.06583104282617569, + 0.058842819184064865, + 0.08308329433202744, + 0.08847697824239731, + 0.17126472294330597, + 0.03501179441809654, + 0.019355829805135727, + 0.04135976731777191, + 0.13633683323860168 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -1.6005101203918457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_tensor([8053, 8053])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_tensor([8053, 8053])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd26021fedd03d450bb90c4b52929f323fb22fb8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_tensor([8053, 8053])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle wide shot captures a whimsical scene with a distinctly Ghibli-inspired aesthetic, as a train constructed entirely of edible delights begins its journey. The camera captures a lingering image as the train, its main body constructed of warm brown gingerbread and embellished with intricate strands of white icing, deliberately pulls away from a platform constructed from a giant, crisp wafer. This platform is bordered by a wide, placid river flowing with thick, steaming hot chocolate, its dark, glossy surface reflecting the soft, warm light of the scene. The train's wheels, made of giant, spiraling, multi-colored lollipops, turn steadily, their sweetness shimmering as the train gently rolls into the distance. From its candy-cane chimneys, it rhythmically releases vast, billowing clouds of pink marshmallow steam, which drift gently into the pastel sky. As the candy train retreats into a hand-painted backdrop of lush, rolling hills, the world is bathed in a gentle golden hour glow, creating an atmosphere that is serene, dreamy, and deeply magical.", + "seed": 15816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_8053_seed_15816_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008732996508479118, + "vlm_logprob": -0.008732996508479118, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.008732996508479118, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035315309651196003 + ], + "opposite_logprob_tokens": [ + -5.753531455993652 + ], + "logprob_reward": -0.0035315309651196003, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035315309651196003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0685734748840332, + 0.07358279079198837, + 0.21535784006118774, + 0.33813008666038513, + 0.07373375445604324, + 0.06564097106456757, + 0.08174730837345123, + 0.02744050696492195, + 0.02733343467116356, + 0.028459828346967697 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.0035315309651196003 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004110459703952074 + ], + "opposite_logprob_tokens": [ + -5.504110336303711 + ], + "logprob_reward": -0.004110459703952074, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004110459703952074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21129244565963745, + 0.2514488399028778, + 0.09368767589330673, + 0.12477315217256546, + 0.1419128179550171, + 0.03651798889040947, + 0.04173247888684273, + 0.038071539252996445, + 0.0293380469083786, + 0.031225048005580902 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004110459703952074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07184253633022308, + 0.10229592770338058, + 0.11204364150762558, + 0.0982961356639862, + 0.19118967652320862, + 0.10507436841726303, + 0.14413988590240479, + 0.05058944225311279, + 0.06456655263900757, + 0.05996182933449745 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.014194360002875328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763415452092886 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.00763415452092886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763415452092886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546335369348526, + 0.10437604784965515, + 0.13416194915771484, + 0.12570662796497345, + 0.1442878693342209, + 0.05337356775999069, + 0.16578854620456696, + 0.03898198530077934, + 0.03484896197915077, + 0.043840911239385605 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.00763415452092886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04387533664703369, + 0.04738716781139374, + 0.06271221488714218, + 0.07302017509937286, + 0.04590194299817085, + 0.027980515733361244, + 0.5470157265663147, + 0.034110769629478455, + 0.033883143216371536, + 0.0841129943728447 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.01419447734951973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle wide shot captures a whimsical scene with a distinctly Ghibli-inspired aesthetic, as a train constructed entirely of edible delights begins its journey. The camera captures a lingering image as the train, its main body constructed of warm brown gingerbread and embellished with intricate strands of white icing, deliberately pulls away from a platform constructed from a giant, crisp wafer. This platform is bordered by a wide, placid river flowing with thick, steaming hot chocolate, its dark, glossy surface reflecting the soft, warm light of the scene. The train's wheels, made of giant, spiraling, multi-colored lollipops, turn steadily, their sweetness shimmering as the train gently rolls into the distance. From its candy-cane chimneys, it rhythmically releases vast, billowing clouds of pink marshmallow steam, which drift gently into the pastel sky. As the candy train retreats into a hand-painted backdrop of lush, rolling hills, the world is bathed in a gentle golden hour glow, creating an atmosphere that is serene, dreamy, and deeply magical.", + "seed": 15817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_8053_seed_15817_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011449646018445492, + "vlm_logprob": -0.011449646018445492, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.011449646018445492, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003299746662378311 + ], + "opposite_logprob_tokens": [ + -6.003299713134766 + ], + "logprob_reward": -0.003299746662378311, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003299746662378311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11630132049322128, + 0.04505141079425812, + 0.02712707221508026, + 0.07064062356948853, + 0.03662282973527908, + 0.2124958038330078, + 0.04834456741809845, + 0.2717229425907135, + 0.12427504360675812, + 0.04741836339235306 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.003299746662378311 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960546433925629 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960546433925629, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960546433925629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05959083139896393, + 0.029620323330163956, + 0.06517422944307327, + 0.09848855435848236, + 0.06824641674757004, + 0.38275694847106934, + 0.043611079454422, + 0.14711804687976837, + 0.0309637188911438, + 0.07442984730005264 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.005960546433925629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063205897808075 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063205897808075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063205897808075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22745908796787262, + 0.09043317288160324, + 0.047348927706480026, + 0.05748007819056511, + 0.03691456466913223, + 0.19542530179023743, + 0.061542902141809464, + 0.09412749856710434, + 0.143751323223114, + 0.04551713541150093 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.016063205897808075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863910373300314 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.00863910373300314, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863910373300314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042514584958553314, + 0.019031643867492676, + 0.03946826606988907, + 0.08627945184707642, + 0.08444032073020935, + 0.13789302110671997, + 0.10313297808170319, + 0.2679664194583893, + 0.18364836275577545, + 0.03562496602535248 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.00863910373300314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285627365112305 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285627365112305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285627365112305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08212698996067047, + 0.024030648171901703, + 0.0331379659473896, + 0.053493332117795944, + 0.04232972115278244, + 0.1564718335866928, + 0.05531133711338043, + 0.26441502571105957, + 0.10447709262371063, + 0.1842060387134552 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.023285627365112305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle wide shot captures a whimsical scene with a distinctly Ghibli-inspired aesthetic, as a train constructed entirely of edible delights begins its journey. The camera captures a lingering image as the train, its main body constructed of warm brown gingerbread and embellished with intricate strands of white icing, deliberately pulls away from a platform constructed from a giant, crisp wafer. This platform is bordered by a wide, placid river flowing with thick, steaming hot chocolate, its dark, glossy surface reflecting the soft, warm light of the scene. The train's wheels, made of giant, spiraling, multi-colored lollipops, turn steadily, their sweetness shimmering as the train gently rolls into the distance. From its candy-cane chimneys, it rhythmically releases vast, billowing clouds of pink marshmallow steam, which drift gently into the pastel sky. As the candy train retreats into a hand-painted backdrop of lush, rolling hills, the world is bathed in a gentle golden hour glow, creating an atmosphere that is serene, dreamy, and deeply magical.", + "seed": 15818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_8053_seed_15818_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008913999050855636, + "vlm_logprob": -0.008913999050855636, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.008913999050855636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008015135303139687 + ], + "opposite_logprob_tokens": [ + -4.883015155792236 + ], + "logprob_reward": -0.008015135303139687, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008015135303139687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24100399017333984, + 0.13376374542713165, + 0.07020428031682968, + 0.05275900289416313, + 0.05005165562033653, + 0.03628546744585037, + 0.04155195131897926, + 0.22558072209358215, + 0.08605051040649414, + 0.06274863332509995 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.008015135303139687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830429933965206 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830429933965206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830429933965206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19373661279678345, + 0.14790856838226318, + 0.06458282470703125, + 0.05454130470752716, + 0.10044370591640472, + 0.04088715463876724, + 0.05357860401272774, + 0.11339810490608215, + 0.13171325623989105, + 0.09920991212129593 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.002830429933965206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08032491058111191, + 0.1761539727449417, + 0.05631032586097717, + 0.10527172684669495, + 0.0610634908080101, + 0.05847112089395523, + 0.17571653425693512, + 0.17275753617286682, + 0.06297409534454346, + 0.05095633119344711 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.012539827264845371 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644422516226768 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644422516226768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644422516226768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09232986718416214, + 0.13430064916610718, + 0.03842998296022415, + 0.04298587143421173, + 0.020169617608189583, + 0.03087644837796688, + 0.02627800777554512, + 0.3891957402229309, + 0.17355328798294067, + 0.05188050866127014 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.008644422516226768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2621413767337799, + 0.1435176283121109, + 0.03305467218160629, + 0.06358979642391205, + 0.04985146224498749, + 0.0823746994137764, + 0.0796927958726883, + 0.08531855046749115, + 0.07832320779561996, + 0.12213575839996338 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01254018023610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle wide shot captures a whimsical scene with a distinctly Ghibli-inspired aesthetic, as a train constructed entirely of edible delights begins its journey. The camera captures a lingering image as the train, its main body constructed of warm brown gingerbread and embellished with intricate strands of white icing, deliberately pulls away from a platform constructed from a giant, crisp wafer. This platform is bordered by a wide, placid river flowing with thick, steaming hot chocolate, its dark, glossy surface reflecting the soft, warm light of the scene. The train's wheels, made of giant, spiraling, multi-colored lollipops, turn steadily, their sweetness shimmering as the train gently rolls into the distance. From its candy-cane chimneys, it rhythmically releases vast, billowing clouds of pink marshmallow steam, which drift gently into the pastel sky. As the candy train retreats into a hand-painted backdrop of lush, rolling hills, the world is bathed in a gentle golden hour glow, creating an atmosphere that is serene, dreamy, and deeply magical.", + "seed": 15819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_7/index_8053_seed_15819_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011577570298686623, + "vlm_logprob": -0.011577570298686623, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.011577570298686623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025347506161779165 + ], + "opposite_logprob_tokens": [ + -6.127534866333008 + ], + "logprob_reward": -0.0025347506161779165, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0025347506161779165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17019405961036682, + 0.04107123240828514, + 0.05559050291776657, + 0.15303045511245728, + 0.04006113111972809, + 0.07325290143489838, + 0.10825623571872711, + 0.06704404950141907, + 0.16276635229587555, + 0.12873312830924988 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0025347506161779165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103692714124918 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103692714124918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103692714124918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17356732487678528, + 0.05952183157205582, + 0.08128514140844345, + 0.2022247612476349, + 0.061550237238407135, + 0.10888469964265823, + 0.05928428843617439, + 0.06167631223797798, + 0.09367508441209793, + 0.09833031892776489 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.004103692714124918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08866027742624283, + 0.062173355370759964, + 0.07427050918340683, + 0.06229893118143082, + 0.016811229288578033, + 0.2699812352657318, + 0.0315234512090683, + 0.023282287642359734, + 0.07593691349029541, + 0.2950618863105774 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10917210578918457, + 0.04180406406521797, + 0.05104740709066391, + 0.13378950953483582, + 0.04039532691240311, + 0.17793528735637665, + 0.05328523740172386, + 0.06982383877038956, + 0.1529659479856491, + 0.16978131234645844 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.018187422305345535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train constructed entirely of edible delights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's main body made of warm brown gingerbread with white icing embellishments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train depart from a platform constructed from a giant, crisp wafer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the train's wheels made of giant, spiraling, multi-colored lollipops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the train release pink marshmallow steam from its candy-cane chimneys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283647373318672 + ], + "opposite_logprob_tokens": [ + -3.7732837200164795 + ], + "logprob_reward": -0.023283647373318672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283647373318672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16095173358917236, + 0.07301882654428482, + 0.09715206921100616, + 0.14885704219341278, + 0.09029276669025421, + 0.18380101025104523, + 0.03561744466423988, + 0.05203981697559357, + 0.08246271312236786, + 0.0758066177368164 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.023283647373318672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_tensor([2926, 2926])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_tensor([2926, 2926])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..826ac20edada026414e2d6d86a56246273cef1e4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_tensor([2926, 2926])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, unstable drone, vibrating violently in strong winds, captures a massive oilfield drilling platform engulfed by a fierce storm. The camera struggles to maintain position, offering a chaotic bird's-eye view of the scene below: the sky a scarred, roiling mass of dark gray storm clouds, the sea a raging mass of massive, deep blue waves capped by explosive white foam. These waves relentlessly explode against the platform's massive steel legs, sending white spray and mist into the air, drenching the entire structure. As the drone takes a perilously fast downward dive, the camera zooms in, revealing the rain-slicked, metallic gray deck below. Across this wet, precarious surface, several small figures in high-visibility, bright yellow and orange rain gear desperately crawl, their movements hasty and uncoordinated, as they struggle to gain footing and grasp the railings. The dim, oppressive daylight is penetrated by the harsh, cold glare of the industrial floodlights on the platform, casting long, dancing shadows and creating sharp, fleeting glints on wet metal and stagnant water, emphasizing the immediate, overwhelming chaos and desperate struggle of humanity for survival against the raw forces of nature.", + "seed": 997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_2926_seed_997_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05021067913621664, + "vlm_logprob": -0.05021067913621664, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05021067913621664, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16254684329032898 + ], + "opposite_logprob_tokens": [ + -1.9125468730926514 + ], + "logprob_reward": -0.16254684329032898, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16254684329032898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04768543690443039, + 0.14492455124855042, + 0.036141522228717804, + 0.026382213458418846, + 0.376199334859848, + 0.020490188151597977, + 0.026920471340417862, + 0.0692673772573471, + 0.04929530620574951, + 0.20269358158111572 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.16254684329032898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108570583164692 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.01108570583164692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108570583164692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11162398010492325, + 0.11474522948265076, + 0.060640014708042145, + 0.09208997339010239, + 0.09204760938882828, + 0.027922438457608223, + 0.065572589635849, + 0.12463157624006271, + 0.169685497879982, + 0.1410410851240158 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.01108570583164692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03912125900387764, + 0.03710515797138214, + 0.13385386765003204, + 0.03628835827112198, + 0.11674285680055618, + 0.027106132358312607, + 0.0765598937869072, + 0.0632026344537735, + 0.050637394189834595, + 0.4193825125694275 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328725904226303 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.02328725904226303, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328725904226303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060061149299144745, + 0.024976465851068497, + 0.04700345918536186, + 0.02919902466237545, + 0.07798482477664948, + 0.02913058176636696, + 0.11358064413070679, + 0.05558965355157852, + 0.35344669222831726, + 0.209027498960495 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.02328725904226303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054837733507156 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054837733507156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054837733507156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034597646445035934, + 0.03180888667702675, + 0.021672723814845085, + 0.02734616957604885, + 0.058069776743650436, + 0.01804077811539173, + 0.08933104574680328, + 0.02333983965218067, + 0.06531164795160294, + 0.6304815411567688 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.043054837733507156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, unstable drone, vibrating violently in strong winds, captures a massive oilfield drilling platform engulfed by a fierce storm. The camera struggles to maintain position, offering a chaotic bird's-eye view of the scene below: the sky a scarred, roiling mass of dark gray storm clouds, the sea a raging mass of massive, deep blue waves capped by explosive white foam. These waves relentlessly explode against the platform's massive steel legs, sending white spray and mist into the air, drenching the entire structure. As the drone takes a perilously fast downward dive, the camera zooms in, revealing the rain-slicked, metallic gray deck below. Across this wet, precarious surface, several small figures in high-visibility, bright yellow and orange rain gear desperately crawl, their movements hasty and uncoordinated, as they struggle to gain footing and grasp the railings. The dim, oppressive daylight is penetrated by the harsh, cold glare of the industrial floodlights on the platform, casting long, dancing shadows and creating sharp, fleeting glints on wet metal and stagnant water, emphasizing the immediate, overwhelming chaos and desperate struggle of humanity for survival against the raw forces of nature.", + "seed": 998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_2926_seed_998_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011813591700047255, + "vlm_logprob": -0.011813591700047255, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.011813591700047255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009449871256947517 + ], + "opposite_logprob_tokens": [ + -4.7594499588012695 + ], + "logprob_reward": -0.009449871256947517, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009449871256947517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14925722777843475, + 0.07442669570446014, + 0.17535658180713654, + 0.04083297774195671, + 0.06681999564170837, + 0.03155454620718956, + 0.03096099942922592, + 0.08180473744869232, + 0.24769705533981323, + 0.10128917545080185 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.009449871256947517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07509085536003113, + 0.0448208712041378, + 0.5653286576271057, + 0.015686722472310066, + 0.040490731596946716, + 0.025228310376405716, + 0.018807489424943924, + 0.07999146729707718, + 0.06925413012504578, + 0.06530075520277023 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039308372884988785, + 0.059788331389427185, + 0.36053115129470825, + 0.03476640209555626, + 0.02783959172666073, + 0.03246277943253517, + 0.04156072065234184, + 0.15993280708789825, + 0.13950636982917786, + 0.10430349409580231 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05771176889538765, + 0.03311600536108017, + 0.12431543320417404, + 0.030052227899432182, + 0.03438819199800491, + 0.04033912718296051, + 0.02600025199353695, + 0.2910318970680237, + 0.07280400395393372, + 0.29024115204811096 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.009779401123523712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790453612804413 + ], + "opposite_logprob_tokens": [ + -3.5297904014587402 + ], + "logprob_reward": -0.029790453612804413, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790453612804413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10990175604820251, + 0.019305065274238586, + 0.3838288486003876, + 0.043133825063705444, + 0.032410554587841034, + 0.04371877759695053, + 0.025704532861709595, + 0.08820590376853943, + 0.16037990152835846, + 0.09341078251600266 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.029790453612804413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, unstable drone, vibrating violently in strong winds, captures a massive oilfield drilling platform engulfed by a fierce storm. The camera struggles to maintain position, offering a chaotic bird's-eye view of the scene below: the sky a scarred, roiling mass of dark gray storm clouds, the sea a raging mass of massive, deep blue waves capped by explosive white foam. These waves relentlessly explode against the platform's massive steel legs, sending white spray and mist into the air, drenching the entire structure. As the drone takes a perilously fast downward dive, the camera zooms in, revealing the rain-slicked, metallic gray deck below. Across this wet, precarious surface, several small figures in high-visibility, bright yellow and orange rain gear desperately crawl, their movements hasty and uncoordinated, as they struggle to gain footing and grasp the railings. The dim, oppressive daylight is penetrated by the harsh, cold glare of the industrial floodlights on the platform, casting long, dancing shadows and creating sharp, fleeting glints on wet metal and stagnant water, emphasizing the immediate, overwhelming chaos and desperate struggle of humanity for survival against the raw forces of nature.", + "seed": 999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_2926_seed_999_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024280485091730954, + "vlm_logprob": -0.024280485091730954, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.024280485091730954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05176501348614693 + ], + "opposite_logprob_tokens": [ + -3.051764965057373 + ], + "logprob_reward": -0.05176501348614693, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05176501348614693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10413587093353271, + 0.12454269081354141, + 0.02793639339506626, + 0.0588592104613781, + 0.1484762579202652, + 0.10524985194206238, + 0.12042155861854553, + 0.15813717246055603, + 0.059959109872579575, + 0.09228184074163437 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.05176501348614693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197915619239211 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.003197915619239211, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197915619239211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.279831200838089, + 0.23534153401851654, + 0.04328235983848572, + 0.05241217091679573, + 0.07023254036903381, + 0.06602760404348373, + 0.05133119970560074, + 0.07817411422729492, + 0.050009168684482574, + 0.07335808873176575 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.003197915619239211 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36415788531303406, + 0.13255107402801514, + 0.050164248794317245, + 0.032914698123931885, + 0.05033515766263008, + 0.05436796694993973, + 0.062233589589595795, + 0.03619591146707535, + 0.10870080441236496, + 0.10837863385677338 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0160688366740942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058020606637001 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.02058020606637001, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058020606637001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15268221497535706, + 0.053528666496276855, + 0.03712884709239006, + 0.046774886548519135, + 0.11368951201438904, + 0.08334987610578537, + 0.08623123914003372, + 0.06748837232589722, + 0.08261118084192276, + 0.2765151560306549 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02058020606637001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790453612804413 + ], + "opposite_logprob_tokens": [ + -3.5297904014587402 + ], + "logprob_reward": -0.029790453612804413, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790453612804413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32181861996650696, + 0.06533724814653397, + 0.03162648528814316, + 0.027031946927309036, + 0.037474021315574646, + 0.10647694021463394, + 0.03947092965245247, + 0.06488300859928131, + 0.03107040748000145, + 0.2748103737831116 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.029790453612804413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, unstable drone, vibrating violently in strong winds, captures a massive oilfield drilling platform engulfed by a fierce storm. The camera struggles to maintain position, offering a chaotic bird's-eye view of the scene below: the sky a scarred, roiling mass of dark gray storm clouds, the sea a raging mass of massive, deep blue waves capped by explosive white foam. These waves relentlessly explode against the platform's massive steel legs, sending white spray and mist into the air, drenching the entire structure. As the drone takes a perilously fast downward dive, the camera zooms in, revealing the rain-slicked, metallic gray deck below. Across this wet, precarious surface, several small figures in high-visibility, bright yellow and orange rain gear desperately crawl, their movements hasty and uncoordinated, as they struggle to gain footing and grasp the railings. The dim, oppressive daylight is penetrated by the harsh, cold glare of the industrial floodlights on the platform, casting long, dancing shadows and creating sharp, fleeting glints on wet metal and stagnant water, emphasizing the immediate, overwhelming chaos and desperate struggle of humanity for survival against the raw forces of nature.", + "seed": 1000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_8/index_2926_seed_1000_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02898435965180397, + "vlm_logprob": -0.02898435965180397, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.02898435965180397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019682690501213074 + ], + "opposite_logprob_tokens": [ + -4.019682884216309 + ], + "logprob_reward": -0.019682690501213074, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019682690501213074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8558365702629089, + 0.022152263671159744, + 0.01192846056073904, + 0.009438525885343552, + 0.0079722935333848, + 0.020915361121296883, + 0.015485339798033237, + 0.007863594219088554, + 0.017504874616861343, + 0.03090273030102253 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.019682690501213074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7885664701461792, + 0.034719739109277725, + 0.01852557249367237, + 0.021788841113448143, + 0.006969010923057795, + 0.012447003275156021, + 0.021052299067378044, + 0.020754937082529068, + 0.02641410194337368, + 0.04876204580068588 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7335678339004517, + 0.012341676279902458, + 0.022024327889084816, + 0.028651630505919456, + 0.021519137546420097, + 0.02640332095324993, + 0.032795265316963196, + 0.04048755764961243, + 0.04480861499905586, + 0.037400662899017334 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.014194007031619549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203977018594742 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203977018594742, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203977018594742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3057061433792114, + 0.04505413770675659, + 0.031696807593107224, + 0.01973256841301918, + 0.028116421774029732, + 0.09638837724924088, + 0.04860011115670204, + 0.03382641449570656, + 0.10381055623292923, + 0.2870683968067169 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.06203977018594742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle, unstable shot showing a massive oilfield drilling platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky filled with dark gray, roiling storm clouds and the sea with deep blue waves capped by white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone perform a fast downward dive while zooming in to reveal the rain-slicked, metallic gray deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are small figures wearing bright yellow and orange rain gear visible crawling on the wet deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh industrial floodlights casting long, dancing shadows and sharp glints on wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305426403880119 + ], + "opposite_logprob_tokens": [ + -3.1680543422698975 + ], + "logprob_reward": -0.04305426403880119, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305426403880119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6058951020240784, + 0.05423244833946228, + 0.042795952409505844, + 0.030701862648129463, + 0.02015727013349533, + 0.037775322794914246, + 0.06718176603317261, + 0.038782257586717606, + 0.04808937758207321, + 0.054388660937547684 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04305426403880119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_tensor([1844, 1844])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_tensor([1844, 1844])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..657c6b852efbab0b513c7807f784dafa42417c0e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_tensor([1844, 1844])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro close-up, zooming in from a level angle, focuses on a sea snail with an inky black mantle, peacefully perched on a branch of vibrant fan-shaped gorgonian coral. The snail's smooth, velvety mantle is speckled with countless golden flecks, shimmering delicately like miniature stars in the soft sunlight filtering through the deep blue water. The gorgonian branch it clings to, a vibrant orange and deep purple, is delicate and intricate, creating a vibrant underwater scene. Captured at a high frame rate, the snail's body pulses in a nearly imperceptible rhythmic rhythm, while the gentle currents of the surrounding water carry tiny plankton slowly across the frame. Every detail is clearly visible, the entire image conveying a sense of profound tranquility and concentration, imbued with the unique aesthetic of scientific exploration characteristic of educational films, steadily and calmly showcasing the miracle of this tiny life.", + "seed": 31309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_1844_seed_31309_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05594281118828803, + "vlm_logprob": -0.05594281118828803, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05594281118828803, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013577140867710114 + ], + "opposite_logprob_tokens": [ + -4.388576984405518 + ], + "logprob_reward": -0.013577140867710114, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013577140867710114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08866598457098007, + 0.06962478905916214, + 0.07544810324907303, + 0.39411064982414246, + 0.2242497205734253, + 0.035750627517700195, + 0.011065533384680748, + 0.06920834630727768, + 0.018404560163617134, + 0.013471679762005806 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.013577140867710114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421763002872467 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.01421763002872467, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421763002872467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19908566772937775, + 0.2035810947418213, + 0.06768152862787247, + 0.059437427669763565, + 0.34121203422546387, + 0.019913215190172195, + 0.013566995970904827, + 0.04968690127134323, + 0.01818191260099411, + 0.02765323594212532 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.01421763002872467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017146660247817636 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017146660247817636, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017146660247817636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07652771472930908, + 0.13392004370689392, + 0.076253242790699, + 0.23423364758491516, + 0.18785008788108826, + 0.056376971304416656, + 0.02491612173616886, + 0.17124812304973602, + 0.02450864017009735, + 0.01416547317057848 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.0017146660247817636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864978417754173 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864978417754173, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864978417754173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0791814923286438, + 0.26719245314598083, + 0.061289750039577484, + 0.17547829449176788, + 0.16335812211036682, + 0.029119007289409637, + 0.05087340250611305, + 0.1016494482755661, + 0.04565916582942009, + 0.02619890309870243 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.04864978417754173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155483484268188 + ], + "opposite_logprob_tokens": [ + -1.701554775238037 + ], + "logprob_reward": -0.20155483484268188, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155483484268188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09124895185232162, + 0.3526246249675751, + 0.129774808883667, + 0.03688553720712662, + 0.14741353690624237, + 0.027262728661298752, + 0.030455956235527992, + 0.13020659983158112, + 0.043235551565885544, + 0.01089173648506403 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.20155483484268188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, zooming in from a level angle, focuses on a sea snail with an inky black mantle, peacefully perched on a branch of vibrant fan-shaped gorgonian coral. The snail's smooth, velvety mantle is speckled with countless golden flecks, shimmering delicately like miniature stars in the soft sunlight filtering through the deep blue water. The gorgonian branch it clings to, a vibrant orange and deep purple, is delicate and intricate, creating a vibrant underwater scene. Captured at a high frame rate, the snail's body pulses in a nearly imperceptible rhythmic rhythm, while the gentle currents of the surrounding water carry tiny plankton slowly across the frame. Every detail is clearly visible, the entire image conveying a sense of profound tranquility and concentration, imbued with the unique aesthetic of scientific exploration characteristic of educational films, steadily and calmly showcasing the miracle of this tiny life.", + "seed": 31310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_1844_seed_31310_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05872103320434689, + "vlm_logprob": -0.05872103320434689, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05872103320434689, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007205688860267401 + ], + "opposite_logprob_tokens": [ + -5.257205486297607 + ], + "logprob_reward": -0.007205688860267401, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007205688860267401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056008633226156235, + 0.036903154104948044, + 0.044897183775901794, + 0.08618078380823135, + 0.17793473601341248, + 0.1091267392039299, + 0.28829285502433777, + 0.044536739587783813, + 0.06466462463140488, + 0.09145451337099075 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.007205688860267401 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020605312660336494 + ], + "opposite_logprob_tokens": [ + -3.8956053256988525 + ], + "logprob_reward": -0.020605312660336494, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020605312660336494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04098881036043167, + 0.030029570683836937, + 0.033285800367593765, + 0.09770087897777557, + 0.0413166768848896, + 0.2253943830728531, + 0.10900118201971054, + 0.0936780720949173, + 0.1793946623802185, + 0.14920996129512787 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.020605312660336494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198542468249798 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198542468249798, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198542468249798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1068936288356781, + 0.03246784582734108, + 0.046823207288980484, + 0.08696522563695908, + 0.0627145990729332, + 0.06385540217161179, + 0.4076842665672302, + 0.03955429792404175, + 0.07342318445444107, + 0.07961834967136383 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.002198542468249798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204156205058098 + ], + "opposite_logprob_tokens": [ + -2.8120415210723877 + ], + "logprob_reward": -0.06204156205058098, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204156205058098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10069409012794495, + 0.08131229132413864, + 0.06476328521966934, + 0.14065200090408325, + 0.10899600386619568, + 0.1953251212835312, + 0.06902895867824554, + 0.03021925315260887, + 0.15768224000930786, + 0.05132678896188736 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.06204156205058098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015540599822998 + ], + "opposite_logprob_tokens": [ + -1.7015540599822998 + ], + "logprob_reward": -0.2015540599822998, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015540599822998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06228509917855263, + 0.05544499307870865, + 0.03693665191531181, + 0.017362289130687714, + 0.1701728105545044, + 0.038773152977228165, + 0.18089482188224792, + 0.021441880613565445, + 0.38497021794319153, + 0.03171801567077637 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.2015540599822998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, zooming in from a level angle, focuses on a sea snail with an inky black mantle, peacefully perched on a branch of vibrant fan-shaped gorgonian coral. The snail's smooth, velvety mantle is speckled with countless golden flecks, shimmering delicately like miniature stars in the soft sunlight filtering through the deep blue water. The gorgonian branch it clings to, a vibrant orange and deep purple, is delicate and intricate, creating a vibrant underwater scene. Captured at a high frame rate, the snail's body pulses in a nearly imperceptible rhythmic rhythm, while the gentle currents of the surrounding water carry tiny plankton slowly across the frame. Every detail is clearly visible, the entire image conveying a sense of profound tranquility and concentration, imbued with the unique aesthetic of scientific exploration characteristic of educational films, steadily and calmly showcasing the miracle of this tiny life.", + "seed": 31311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_1844_seed_31311_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.036208241852000354, + "vlm_logprob": -0.036208241852000354, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.036208241852000354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007203440181910992 + ], + "opposite_logprob_tokens": [ + -5.257203578948975 + ], + "logprob_reward": -0.007203440181910992, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007203440181910992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15198194980621338, + 0.07998195290565491, + 0.014154532924294472, + 0.0258049126714468, + 0.11191394925117493, + 0.08258798718452454, + 0.12442081421613693, + 0.18992158770561218, + 0.019861796870827675, + 0.19937051832675934 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.007203440181910992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219158329069614 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219158329069614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219158329069614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18893350660800934, + 0.08504632860422134, + 0.014705650508403778, + 0.03112811967730522, + 0.024361180141568184, + 0.04102166369557381, + 0.17708882689476013, + 0.15828216075897217, + 0.06954838335514069, + 0.2098841369152069 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014219158329069614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036174117121845484 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036174117121845484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036174117121845484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08729930222034454, + 0.179024338722229, + 0.048044074326753616, + 0.05462939664721489, + 0.04616498202085495, + 0.07530761510133743, + 0.08822257816791534, + 0.16702140867710114, + 0.0470803827047348, + 0.20720595121383667 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.0036174117121845484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306374117732048 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.04306374117732048, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306374117732048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11535221338272095, + 0.059580590575933456, + 0.017793133854866028, + 0.03970160707831383, + 0.06987746804952621, + 0.0371086485683918, + 0.1185804158449173, + 0.27494606375694275, + 0.04504253342747688, + 0.22201737761497498 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.04306374117732048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293745785951614 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.11293745785951614, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293745785951614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13800227642059326, + 0.04007912799715996, + 0.020353887230157852, + 0.03092600405216217, + 0.11946093291044235, + 0.02193562686443329, + 0.13565081357955933, + 0.4434458911418915, + 0.005002675577998161, + 0.04514278098940849 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.11293745785951614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up, zooming in from a level angle, focuses on a sea snail with an inky black mantle, peacefully perched on a branch of vibrant fan-shaped gorgonian coral. The snail's smooth, velvety mantle is speckled with countless golden flecks, shimmering delicately like miniature stars in the soft sunlight filtering through the deep blue water. The gorgonian branch it clings to, a vibrant orange and deep purple, is delicate and intricate, creating a vibrant underwater scene. Captured at a high frame rate, the snail's body pulses in a nearly imperceptible rhythmic rhythm, while the gentle currents of the surrounding water carry tiny plankton slowly across the frame. Every detail is clearly visible, the entire image conveying a sense of profound tranquility and concentration, imbued with the unique aesthetic of scientific exploration characteristic of educational films, steadily and calmly showcasing the miracle of this tiny life.", + "seed": 31312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000098/group_9/index_1844_seed_31312_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3043502147309482, + "vlm_logprob": -0.3043502147309482, + "vlm_yes_no_margin": 3.049999952316284, + "vlm_token_credit": -0.3043502147309482, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012981781736016273 + ], + "opposite_logprob_tokens": [ + -4.63798189163208 + ], + "logprob_reward": -0.012981781736016273, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012981781736016273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12548115849494934, + 0.09921054542064667, + 0.028284365311264992, + 0.03519827499985695, + 0.03333200141787529, + 0.0490126796066761, + 0.47559720277786255, + 0.026582768186926842, + 0.01366870291531086, + 0.11363234370946884 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.012981781736016273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821446232497692 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.01821446232497692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821446232497692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04421157017350197, + 0.0413728803396225, + 0.04326728731393814, + 0.026381241157650948, + 0.022497782483696938, + 0.03674404323101044, + 0.5455138087272644, + 0.1636785864830017, + 0.04962574318051338, + 0.0267071221023798 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.01821446232497692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24787625670433044, + 0.058520153164863586, + 0.049462851136922836, + 0.012210698798298836, + 0.03036501817405224, + 0.03138958662748337, + 0.012473131529986858, + 0.48438379168510437, + 0.03208908438682556, + 0.04122943431138992 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789884552359581 + ], + "opposite_logprob_tokens": [ + -2.578988552093506 + ], + "logprob_reward": -0.0789884552359581, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789884552359581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05797937512397766, + 0.030501656234264374, + 0.025376131758093834, + 0.03923323005437851, + 0.02336776815354824, + 0.02155919373035431, + 0.012283670715987682, + 0.725345253944397, + 0.021417567506432533, + 0.04293617233633995 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0789884552359581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a sea snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sea snail's mantle inky black and speckled with golden flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail perched on a branch of vibrant orange and deep purple fan-shaped gorgonian coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's body pulse in a nearly imperceptible rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera zoom in from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063116312026978 + ], + "opposite_logprob_tokens": [ + -0.28131163120269775 + ], + "logprob_reward": -1.4063116312026978, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063116312026978, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11338652670383453, + 0.044828448444604874, + 0.045846790075302124, + 0.052252866327762604, + 0.021422430872917175, + 0.04347626492381096, + 0.4753783643245697, + 0.10449904203414917, + 0.03542228788137436, + 0.06348691135644913 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -1.4063116312026978 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_tensor([6976, 6976])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_tensor([6976, 6976])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da0a827c87dce825f12ea93a9a0119bf9cea780c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_tensor([6976, 6976])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot, held close to the ground, captures the magnificent spectacle of an ancient chariot thundering across a vast, dry, and cracked wilderness. Crafted from fine bronze, its hull is intricately carved with reliefs depicting war myths. Sharp spikes jut from the axles of its wheels, their metal reflecting a dazzling golden hue under the scorching midday sun. Two muscular black horses, adorned with ornate leather and bronze harnesses, gallop at full speed, their hooves stirring up gravel with every stride. The chariot's massive wooden wheels roll across the ground, kicking up a thick, yellow-brown cloud. This billowing cloud follows, threatening to engulf the chariot, leaving only a powerful silhouette looming in the mist. The entire scene is dominated by a primal, unbridled power, with sharp contrasts of light and dark and warm tones creating a sense of epic grandeur and unstoppable momentum.", + "seed": 24611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_6976_seed_24611_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03462302293628454, + "vlm_logprob": -0.03462302293628454, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03462302293628454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015898725017905235 + ], + "opposite_logprob_tokens": [ + -4.265898704528809 + ], + "logprob_reward": -0.015898725017905235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015898725017905235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395969778299332, + 0.030263502150774002, + 0.04699233919382095, + 0.05589047819375992, + 0.03600013256072998, + 0.08791795372962952, + 0.35101941227912903, + 0.1069871187210083, + 0.06273031234741211, + 0.09823906421661377 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.015898725017905235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294352263212204 + ], + "opposite_logprob_tokens": [ + -2.237943410873413 + ], + "logprob_reward": -0.11294352263212204, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294352263212204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20969939231872559, + 0.10745619982481003, + 0.17587564885616302, + 0.08563347160816193, + 0.03223639726638794, + 0.025406360626220703, + 0.07506853342056274, + 0.12460124492645264, + 0.09904589504003525, + 0.06497687101364136 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.11294352263212204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370270878076553 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370270878076553, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370270878076553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27752774953842163, + 0.050554610788822174, + 0.06963614374399185, + 0.1561823934316635, + 0.10691779851913452, + 0.09872762113809586, + 0.04944334924221039, + 0.04933334141969681, + 0.0749630406498909, + 0.06671398878097534 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03370270878076553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001940036192536354 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.001940036192536354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001940036192536354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16739332675933838, + 0.03069997951388359, + 0.06804007291793823, + 0.11608512699604034, + 0.05093963444232941, + 0.07991959154605865, + 0.081499844789505, + 0.1523091197013855, + 0.09940692037343979, + 0.1537063866853714 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.001940036192536354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630122058093548 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630122058093548, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630122058093548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17752251029014587, + 0.046581465750932693, + 0.038667481392621994, + 0.08555152267217636, + 0.029370561242103577, + 0.12561461329460144, + 0.0781707614660263, + 0.04101082682609558, + 0.09894423186779022, + 0.27856600284576416 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.008630122058093548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot, held close to the ground, captures the magnificent spectacle of an ancient chariot thundering across a vast, dry, and cracked wilderness. Crafted from fine bronze, its hull is intricately carved with reliefs depicting war myths. Sharp spikes jut from the axles of its wheels, their metal reflecting a dazzling golden hue under the scorching midday sun. Two muscular black horses, adorned with ornate leather and bronze harnesses, gallop at full speed, their hooves stirring up gravel with every stride. The chariot's massive wooden wheels roll across the ground, kicking up a thick, yellow-brown cloud. This billowing cloud follows, threatening to engulf the chariot, leaving only a powerful silhouette looming in the mist. The entire scene is dominated by a primal, unbridled power, with sharp contrasts of light and dark and warm tones creating a sense of epic grandeur and unstoppable momentum.", + "seed": 24612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_6976_seed_24612_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10210036281496286, + "vlm_logprob": -0.10210036281496286, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.10210036281496286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1304030418395996 + ], + "opposite_logprob_tokens": [ + -2.1304030418395996 + ], + "logprob_reward": -0.1304030418395996, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1304030418395996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13585548102855682, + 0.04928649589419365, + 0.08691224455833435, + 0.11739751696586609, + 0.028636926785111427, + 0.02802974358201027, + 0.08744075149297714, + 0.15916642546653748, + 0.274310827255249, + 0.032963622361421585 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.1304030418395996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521350085735321 + ], + "opposite_logprob_tokens": [ + -1.5021350383758545 + ], + "logprob_reward": -0.2521350085735321, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521350085735321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12325865775346756, + 0.46759292483329773, + 0.04455321654677391, + 0.0695500448346138, + 0.007266199681907892, + 0.014472803100943565, + 0.14451178908348083, + 0.03904727101325989, + 0.05069262534379959, + 0.03905446082353592 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.2521350085735321 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907075971364975 + ], + "opposite_logprob_tokens": [ + -2.4640707969665527 + ], + "logprob_reward": -0.08907075971364975, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907075971364975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05166606605052948, + 0.05140761286020279, + 0.07912279665470123, + 0.06236422806978226, + 0.024294504895806313, + 0.013591890223324299, + 0.32020342350006104, + 0.12976466119289398, + 0.1999616175889969, + 0.06762322783470154 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.08907075971364975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636047638952732 + ], + "opposite_logprob_tokens": [ + -3.651360511779785 + ], + "logprob_reward": -0.02636047638952732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636047638952732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07202105969190598, + 0.20562602579593658, + 0.02588619664311409, + 0.2767272889614105, + 0.011910144239664078, + 0.010598758235573769, + 0.17515896260738373, + 0.046594712883234024, + 0.1376512199640274, + 0.03782564774155617 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.02636047638952732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532527558505535 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532527558505535, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532527558505535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29784291982650757, + 0.03810213506221771, + 0.0874224603176117, + 0.18281053006649017, + 0.027599899098277092, + 0.01777714304625988, + 0.12574373185634613, + 0.04198542982339859, + 0.1393178254365921, + 0.04139793664216995 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.012532527558505535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot, held close to the ground, captures the magnificent spectacle of an ancient chariot thundering across a vast, dry, and cracked wilderness. Crafted from fine bronze, its hull is intricately carved with reliefs depicting war myths. Sharp spikes jut from the axles of its wheels, their metal reflecting a dazzling golden hue under the scorching midday sun. Two muscular black horses, adorned with ornate leather and bronze harnesses, gallop at full speed, their hooves stirring up gravel with every stride. The chariot's massive wooden wheels roll across the ground, kicking up a thick, yellow-brown cloud. This billowing cloud follows, threatening to engulf the chariot, leaving only a powerful silhouette looming in the mist. The entire scene is dominated by a primal, unbridled power, with sharp contrasts of light and dark and warm tones creating a sense of epic grandeur and unstoppable momentum.", + "seed": 24613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_6976_seed_24613_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0964109914842993, + "vlm_logprob": -0.0964109914842993, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.0964109914842993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10663840919733047 + ], + "opposite_logprob_tokens": [ + -2.3566384315490723 + ], + "logprob_reward": -0.10663840919733047, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10663840919733047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11807738989591599, + 0.09736481308937073, + 0.19346390664577484, + 0.08502745628356934, + 0.09286746382713318, + 0.0889163538813591, + 0.13519686460494995, + 0.07208370417356491, + 0.04849369078874588, + 0.06850835680961609 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.10663840919733047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861990809440613 + ], + "opposite_logprob_tokens": [ + -1.2236199378967285 + ], + "logprob_reward": -0.34861990809440613, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34861990809440613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054345399141311646, + 0.042717404663562775, + 0.3062266409397125, + 0.18961980938911438, + 0.22613762319087982, + 0.06924670189619064, + 0.041347917169332504, + 0.03437276557087898, + 0.009406200610101223, + 0.026579510420560837 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.34861990809440613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457156091928482, + 0.07245742529630661, + 0.18779245018959045, + 0.04269639402627945, + 0.0486743338406086, + 0.07155157625675201, + 0.10428864508867264, + 0.15218526124954224, + 0.07113921642303467, + 0.10349911451339722 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.012540768831968307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031922117341309786 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031922117341309786, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031922117341309786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07474105805158615, + 0.05138599872589111, + 0.23111087083816528, + 0.1123003214597702, + 0.0428343266248703, + 0.032873574644327164, + 0.1692141890525818, + 0.10717985033988953, + 0.03646120801568031, + 0.14189855754375458 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.0031922117341309786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011063659563660622 + ], + "opposite_logprob_tokens": [ + -4.511063575744629 + ], + "logprob_reward": -0.011063659563660622, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011063659563660622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10127592831850052, + 0.053393032401800156, + 0.1582527756690979, + 0.13874585926532745, + 0.03250054642558098, + 0.07955270260572433, + 0.24613936245441437, + 0.0604998879134655, + 0.044919341802597046, + 0.08472052216529846 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.011063659563660622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot, held close to the ground, captures the magnificent spectacle of an ancient chariot thundering across a vast, dry, and cracked wilderness. Crafted from fine bronze, its hull is intricately carved with reliefs depicting war myths. Sharp spikes jut from the axles of its wheels, their metal reflecting a dazzling golden hue under the scorching midday sun. Two muscular black horses, adorned with ornate leather and bronze harnesses, gallop at full speed, their hooves stirring up gravel with every stride. The chariot's massive wooden wheels roll across the ground, kicking up a thick, yellow-brown cloud. This billowing cloud follows, threatening to engulf the chariot, leaving only a powerful silhouette looming in the mist. The entire scene is dominated by a primal, unbridled power, with sharp contrasts of light and dark and warm tones creating a sense of epic grandeur and unstoppable momentum.", + "seed": 24614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_0/index_6976_seed_24614_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16085837399587036, + "vlm_logprob": -0.16085837399587036, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.16085837399587036, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06327937543392181 + ], + "opposite_logprob_tokens": [ + -2.938279390335083 + ], + "logprob_reward": -0.06327937543392181, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06327937543392181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1177259162068367, + 0.028867140412330627, + 0.012892689555883408, + 0.08127934485673904, + 0.042887378484010696, + 0.029126033186912537, + 0.029239973053336143, + 0.5977410674095154, + 0.033329371362924576, + 0.026911083608865738 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.06327937543392181 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933445930480957 + ], + "opposite_logprob_tokens": [ + -0.6933445930480957 + ], + "logprob_reward": -0.6933445930480957, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933445930480957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12138824164867401, + 0.035390857607126236, + 0.029956640675663948, + 0.19879058003425598, + 0.0632907822728157, + 0.08043613284826279, + 0.06255131214857101, + 0.3635597229003906, + 0.026775943115353584, + 0.017859816551208496 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.6933445930480957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078457236289978 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078457236289978, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078457236289978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04170931503176689, + 0.02737242914736271, + 0.08154381066560745, + 0.14803478121757507, + 0.02528272196650505, + 0.02032342553138733, + 0.013284966349601746, + 0.5691552758216858, + 0.01446529384702444, + 0.0588279627263546 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.016078457236289978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254743155092001 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254743155092001, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254743155092001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016958821564912796, + 0.019015908241271973, + 0.018130909651517868, + 0.05174886807799339, + 0.025961481034755707, + 0.015825094655156136, + 0.020465847104787827, + 0.6282342076301575, + 0.04604663699865341, + 0.15761226415634155 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.005254743155092001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, held close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an ancient chariot crafted from fine bronze with intricate war myth reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two muscular black horses adorned with ornate leather and bronze harnesses galloping at full speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the chariot's massive wooden wheels kick up a thick, yellow-brown cloud that follows the vehicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a vast, dry, and cracked wilderness under a scorching midday sun?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334701105952263 + ], + "opposite_logprob_tokens": [ + -3.651334762573242 + ], + "logprob_reward": -0.026334701105952263, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334701105952263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09514934569597244, + 0.016519660130143166, + 0.007077153772115707, + 0.04271082580089569, + 0.011581961065530777, + 0.011995035223662853, + 0.01286602858453989, + 0.7537902593612671, + 0.017760416492819786, + 0.030549317598342896 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.026334701105952263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_tensor([7205, 7205])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_tensor([7205, 7205])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..224801a689736bfc4bab002c0ad780adb8db02bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_tensor([7205, 7205])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, captured from a level angle, completely surrenders the frame to a magnificent spectacle of heaven and earth. The sky is dominated by a vibrant sunset glow: a blend of deep crimson, fiery orange, and soft magenta, illuminating the sparse clouds like flaming wings. Against this majestic backdrop, a sharply defined black silhouette walks along an empty road that stretches straight to the horizon. The intense backlight obscures all detail, leaving only a single, distinct form. With a leisurely, almost meditative pace, this figure steadily walks into the distance, their back to the camera, each step a resolute and solitary one. As they advance, their figure shrinks in the frame, their outline gradually blurred by the warm, shimmering mist, almost softening it. Finally, the tiny silhouette completely dissipates, silently merging into the boundless, warm orange-red glow at the horizon's end, as if swallowed and absorbed by the light itself, leaving behind only a vast, poetic spectacle. The entire painting is imbued with a tranquil and majestic poetry, with strikingly warm tones, creating a profoundly emotional atmosphere of farewell, relief, and eternity.", + "seed": 17702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_7205_seed_17702_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11454586125910282, + "vlm_logprob": -0.11454586125910282, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.11454586125910282, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08179523795843124 + ], + "opposite_logprob_tokens": [ + -2.8317952156066895 + ], + "logprob_reward": -0.08179523795843124, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08179523795843124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15316887199878693, + 0.01909525878727436, + 0.10062925517559052, + 0.024914972484111786, + 0.007822123356163502, + 0.35322248935699463, + 0.017587799578905106, + 0.011406262405216694, + 0.20178475975990295, + 0.11036819964647293 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.08179523795843124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638625167310238 + ], + "opposite_logprob_tokens": [ + -3.651386260986328 + ], + "logprob_reward": -0.02638625167310238, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638625167310238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14512492716312408, + 0.2304692268371582, + 0.1395590603351593, + 0.10351312160491943, + 0.035730455070734024, + 0.17086364328861237, + 0.011933604255318642, + 0.044877514243125916, + 0.07077091187238693, + 0.047157563269138336 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.02638625167310238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346258521080017 + ], + "opposite_logprob_tokens": [ + -1.3134626150131226 + ], + "logprob_reward": -0.31346258521080017, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346258521080017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3236050605773926, + 0.08003034442663193, + 0.06375093758106232, + 0.02851131558418274, + 0.011896644718945026, + 0.08248864859342575, + 0.01990109123289585, + 0.0317123644053936, + 0.15535229444503784, + 0.20275135338306427 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.31346258521080017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297611147165298 + ], + "opposite_logprob_tokens": [ + -2.23797607421875 + ], + "logprob_reward": -0.11297611147165298, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297611147165298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17632879316806793, + 0.022296931594610214, + 0.2578052282333374, + 0.015075644478201866, + 0.02658800780773163, + 0.052501969039440155, + 0.037095408886671066, + 0.03854377567768097, + 0.10164593160152435, + 0.27211830019950867 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.11297611147165298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810911998152733 + ], + "opposite_logprob_tokens": [ + -3.288109064102173 + ], + "logprob_reward": -0.03810911998152733, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810911998152733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12263607233762741, + 0.1632719188928604, + 0.10068777948617935, + 0.03774711862206459, + 0.025618838146328926, + 0.066754050552845, + 0.10332688689231873, + 0.08755780756473541, + 0.054621193557977676, + 0.23777836561203003 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03810911998152733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, captured from a level angle, completely surrenders the frame to a magnificent spectacle of heaven and earth. The sky is dominated by a vibrant sunset glow: a blend of deep crimson, fiery orange, and soft magenta, illuminating the sparse clouds like flaming wings. Against this majestic backdrop, a sharply defined black silhouette walks along an empty road that stretches straight to the horizon. The intense backlight obscures all detail, leaving only a single, distinct form. With a leisurely, almost meditative pace, this figure steadily walks into the distance, their back to the camera, each step a resolute and solitary one. As they advance, their figure shrinks in the frame, their outline gradually blurred by the warm, shimmering mist, almost softening it. Finally, the tiny silhouette completely dissipates, silently merging into the boundless, warm orange-red glow at the horizon's end, as if swallowed and absorbed by the light itself, leaving behind only a vast, poetic spectacle. The entire painting is imbued with a tranquil and majestic poetry, with strikingly warm tones, creating a profoundly emotional atmosphere of farewell, relief, and eternity.", + "seed": 17703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_7205_seed_17703_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03907529208809137, + "vlm_logprob": -0.03907529208809137, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03907529208809137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09844795614480972 + ], + "opposite_logprob_tokens": [ + -2.5984480381011963 + ], + "logprob_reward": -0.09844795614480972, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09844795614480972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11468353122472763, + 0.10386309772729874, + 0.02997634932398796, + 0.08920525014400482, + 0.05557258427143097, + 0.09669632464647293, + 0.362596720457077, + 0.09248331189155579, + 0.041348133236169815, + 0.013574725016951561 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.09844795614480972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001964307390153408 + ], + "opposite_logprob_tokens": [ + -6.251964092254639 + ], + "logprob_reward": -0.001964307390153408, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001964307390153408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19264504313468933, + 0.08658275753259659, + 0.10116823762655258, + 0.15856748819351196, + 0.06095453351736069, + 0.028497083112597466, + 0.2797221839427948, + 0.03559959679841995, + 0.04276241362094879, + 0.013500713743269444 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.001964307390153408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369763866066933 + ], + "opposite_logprob_tokens": [ + -3.4086976051330566 + ], + "logprob_reward": -0.03369763866066933, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369763866066933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17878854274749756, + 0.17492207884788513, + 0.10484730452299118, + 0.13972406089305878, + 0.07251979410648346, + 0.07545144855976105, + 0.1924644410610199, + 0.029803533107042313, + 0.017267052084207535, + 0.014211679808795452 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.03369763866066933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307527467608452 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307527467608452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307527467608452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17606504261493683, + 0.10629899054765701, + 0.12850528955459595, + 0.14796000719070435, + 0.10019322484731674, + 0.2495463490486145, + 0.037039585411548615, + 0.022374756634235382, + 0.022385835647583008, + 0.009630932472646236 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04307527467608452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819128356873989 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.01819128356873989, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819128356873989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0960102528333664, + 0.1543988138437271, + 0.06058770790696144, + 0.04014892503619194, + 0.11939555406570435, + 0.1531219780445099, + 0.29680249094963074, + 0.0434492826461792, + 0.02515939623117447, + 0.010925638489425182 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.01819128356873989 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, captured from a level angle, completely surrenders the frame to a magnificent spectacle of heaven and earth. The sky is dominated by a vibrant sunset glow: a blend of deep crimson, fiery orange, and soft magenta, illuminating the sparse clouds like flaming wings. Against this majestic backdrop, a sharply defined black silhouette walks along an empty road that stretches straight to the horizon. The intense backlight obscures all detail, leaving only a single, distinct form. With a leisurely, almost meditative pace, this figure steadily walks into the distance, their back to the camera, each step a resolute and solitary one. As they advance, their figure shrinks in the frame, their outline gradually blurred by the warm, shimmering mist, almost softening it. Finally, the tiny silhouette completely dissipates, silently merging into the boundless, warm orange-red glow at the horizon's end, as if swallowed and absorbed by the light itself, leaving behind only a vast, poetic spectacle. The entire painting is imbued with a tranquil and majestic poetry, with strikingly warm tones, creating a profoundly emotional atmosphere of farewell, relief, and eternity.", + "seed": 17704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_7205_seed_17704_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04471476590260863, + "vlm_logprob": -0.04471476590260863, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04471476590260863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12780262529850006 + ], + "opposite_logprob_tokens": [ + -2.252802610397339 + ], + "logprob_reward": -0.12780262529850006, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12780262529850006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0937831699848175, + 0.06155093386769295, + 0.07487525790929794, + 0.0450044684112072, + 0.05316832289099693, + 0.14702445268630981, + 0.15024974942207336, + 0.1575426608324051, + 0.12466654181480408, + 0.09213447570800781 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.12780262529850006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004668764304369688 + ], + "opposite_logprob_tokens": [ + -5.379668712615967 + ], + "logprob_reward": -0.004668764304369688, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004668764304369688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22009027004241943, + 0.06012069433927536, + 0.09108076989650726, + 0.026614757254719734, + 0.034739065915346146, + 0.043501101434230804, + 0.05793366953730583, + 0.11760547757148743, + 0.09561821073293686, + 0.2526960074901581 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.004668764304369688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069423407316208 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069423407316208, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069423407316208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13801980018615723, + 0.07792656868696213, + 0.11681918054819107, + 0.056789759546518326, + 0.04498336836695671, + 0.038287725299596786, + 0.14525726437568665, + 0.11393315345048904, + 0.07937303930521011, + 0.18861015141010284 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.016069423407316208 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357457041740417 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357457041740417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357457041740417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09553856402635574, + 0.050726715475320816, + 0.06302208453416824, + 0.06756718456745148, + 0.05481015518307686, + 0.08208295702934265, + 0.11875391751527786, + 0.1868744194507599, + 0.1378304660320282, + 0.14279352128505707 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.026357457041740417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867555946111679 + ], + "opposite_logprob_tokens": [ + -3.048675537109375 + ], + "logprob_reward": -0.04867555946111679, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867555946111679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08955100923776627, + 0.057627737522125244, + 0.05716288462281227, + 0.056139908730983734, + 0.07140111178159714, + 0.09784030169248581, + 0.21365614235401154, + 0.21138238906860352, + 0.06423096358776093, + 0.08100754767656326 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.04867555946111679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, captured from a level angle, completely surrenders the frame to a magnificent spectacle of heaven and earth. The sky is dominated by a vibrant sunset glow: a blend of deep crimson, fiery orange, and soft magenta, illuminating the sparse clouds like flaming wings. Against this majestic backdrop, a sharply defined black silhouette walks along an empty road that stretches straight to the horizon. The intense backlight obscures all detail, leaving only a single, distinct form. With a leisurely, almost meditative pace, this figure steadily walks into the distance, their back to the camera, each step a resolute and solitary one. As they advance, their figure shrinks in the frame, their outline gradually blurred by the warm, shimmering mist, almost softening it. Finally, the tiny silhouette completely dissipates, silently merging into the boundless, warm orange-red glow at the horizon's end, as if swallowed and absorbed by the light itself, leaving behind only a vast, poetic spectacle. The entire painting is imbued with a tranquil and majestic poetry, with strikingly warm tones, creating a profoundly emotional atmosphere of farewell, relief, and eternity.", + "seed": 17705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_1/index_7205_seed_17705_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.30920955538749695, + "vlm_logprob": -0.30920955538749695, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.30920955538749695, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08743716031312943 + ], + "opposite_logprob_tokens": [ + -2.712437152862549 + ], + "logprob_reward": -0.08743716031312943, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08743716031312943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7021936178207397, + 0.006348691415041685, + 0.0078316954895854, + 0.00788141880184412, + 0.007698573637753725, + 0.020848097279667854, + 0.019410118460655212, + 0.011314233765006065, + 0.005276529584079981, + 0.21119698882102966 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.08743716031312943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815042972564697 + ], + "opposite_logprob_tokens": [ + -3.2881503105163574 + ], + "logprob_reward": -0.03815042972564697, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815042972564697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5361107587814331, + 0.01095534861087799, + 0.002094645518809557, + 0.007381037343293428, + 0.006435812916606665, + 0.0048601641319692135, + 0.003396814689040184, + 0.07349947839975357, + 0.007437550462782383, + 0.34782829880714417 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03815042972564697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577493190765381 + ], + "opposite_logprob_tokens": [ + -0.6327493190765381 + ], + "logprob_reward": -0.7577493190765381, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577493190765381, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.468014657497406, + 0.007362135220319033, + 0.003110601333901286, + 0.009595350362360477, + 0.013151239603757858, + 0.004558579996228218, + 0.00775645487010479, + 0.030023561790585518, + 0.008935648947954178, + 0.44749176502227783 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.7577493190765381 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328839659690857 + ], + "opposite_logprob_tokens": [ + -0.7578839659690857 + ], + "logprob_reward": -0.6328839659690857, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328839659690857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022863581776618958, + 0.0034395530819892883, + 0.002149237785488367, + 0.00737712811678648, + 0.010017858818173409, + 0.008792314678430557, + 0.013309340924024582, + 0.009999546222388744, + 0.006903813220560551, + 0.915147602558136 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.6328839659690857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long, static shot captured from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dominated by a vibrant sunset glow with deep crimson, fiery orange, and soft magenta colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharply defined black silhouette of a figure walking along an empty road visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure walk with a leisurely pace into the distance with their back to the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's silhouette gradually blur and dissipate into the warm orange-red glow at the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826901853084564 + ], + "opposite_logprob_tokens": [ + -3.5298268795013428 + ], + "logprob_reward": -0.029826901853084564, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826901853084564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6353821754455566, + 0.00396721949800849, + 0.005753046832978725, + 0.015537725761532784, + 0.028239348903298378, + 0.046730753034353256, + 0.01912430301308632, + 0.0380035899579525, + 0.01049829088151455, + 0.1967635154724121 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.029826901853084564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_tensor([7404, 7404])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_tensor([7404, 7404])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92f7b1db4575c9dc35d71fc41afa32b56b618988 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_tensor([7404, 7404])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins from a slightly upward angle, then slowly pulls back, transitioning from a medium shot to a magnificent long shot, blending the subject with the vastness of nature. At the center of the frame, a young Asian woman with delicate features and a serene expression stands atop a steep mountain. Her hair is styled in an exquisite, classical bun, adorned with a simple yet elegant jade hairpin. A few strands of her jet-black hair are gently brushed against her cheek by the wind. She wears a pure white, cross-collared Hanfu dress made of light, flowing silk. The lapels and cuffs are embroidered with faint auspicious cloud patterns in pale gold thread. Bright, warm sunlight pours down from the azure sky, illuminating her white robe almost transparently and casting a soft golden halo around her silhouette. The persistent, powerful wind from the mountaintop blew her signature wide sleeves violently yet gracefully upwards. The enormous cuffs unfurled, fluttered, and danced in the air like the outstretched wings of a white crane, causing her sleeves and skirt to undulate dramatically. Behind her, endless indigo mountains stretched out, and a thick sea of clouds billowed and flowed through the valleys. The entire scene imbued her with a tranquil, majestic, and poetic atmosphere, imbued with the otherworldly aura of a chivalrous immortal.", + "seed": 2791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_7404_seed_2791_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02714002667926252, + "vlm_logprob": -0.02714002667926252, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02714002667926252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008268174715340137 + ], + "opposite_logprob_tokens": [ + -4.883268356323242 + ], + "logprob_reward": -0.008268174715340137, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008268174715340137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15889117121696472, + 0.09090649336576462, + 0.03631698340177536, + 0.044908151030540466, + 0.046550851315259933, + 0.04135628044605255, + 0.06732112169265747, + 0.21072080731391907, + 0.2594481408596039, + 0.04357996955513954 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.008268174715340137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076436190865933895 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.0076436190865933895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076436190865933895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09157328307628632, + 0.06688743084669113, + 0.03831847012042999, + 0.07127935439348221, + 0.052938513457775116, + 0.058458056300878525, + 0.07212404161691666, + 0.22734661400318146, + 0.28574123978614807, + 0.03533297777175903 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0076436190865933895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495880916714668 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.05495880916714668, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495880916714668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08400648832321167, + 0.07109815627336502, + 0.044503144919872284, + 0.04898696392774582, + 0.0335838720202446, + 0.07781963795423508, + 0.09912022948265076, + 0.23096244037151337, + 0.2829277515411377, + 0.026991374790668488 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.05495880916714668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028148575220257044 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.0028148575220257044, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028148575220257044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.128676638007164, + 0.0692567303776741, + 0.13159556686878204, + 0.08286736905574799, + 0.11690495908260345, + 0.05578603222966194, + 0.051030080765485764, + 0.137379989027977, + 0.1768992692232132, + 0.04960334300994873 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.0028148575220257044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201467290520668 + ], + "opposite_logprob_tokens": [ + -2.812014579772949 + ], + "logprob_reward": -0.06201467290520668, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201467290520668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09411290287971497, + 0.08929063379764557, + 0.04925569146871567, + 0.0595589205622673, + 0.09162052720785141, + 0.08502775430679321, + 0.13241957128047943, + 0.16188551485538483, + 0.12600049376487732, + 0.11082789301872253 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.06201467290520668 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly pulls back, transitioning from a medium shot to a magnificent long shot, blending the subject with the vastness of nature. At the center of the frame, a young Asian woman with delicate features and a serene expression stands atop a steep mountain. Her hair is styled in an exquisite, classical bun, adorned with a simple yet elegant jade hairpin. A few strands of her jet-black hair are gently brushed against her cheek by the wind. She wears a pure white, cross-collared Hanfu dress made of light, flowing silk. The lapels and cuffs are embroidered with faint auspicious cloud patterns in pale gold thread. Bright, warm sunlight pours down from the azure sky, illuminating her white robe almost transparently and casting a soft golden halo around her silhouette. The persistent, powerful wind from the mountaintop blew her signature wide sleeves violently yet gracefully upwards. The enormous cuffs unfurled, fluttered, and danced in the air like the outstretched wings of a white crane, causing her sleeves and skirt to undulate dramatically. Behind her, endless indigo mountains stretched out, and a thick sea of clouds billowed and flowed through the valleys. The entire scene imbued her with a tranquil, majestic, and poetic atmosphere, imbued with the otherworldly aura of a chivalrous immortal.", + "seed": 2792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_7404_seed_2792_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017436629813164472, + "vlm_logprob": -0.017436629813164472, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.017436629813164472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015247923322021961 + ], + "opposite_logprob_tokens": [ + -4.265247821807861 + ], + "logprob_reward": -0.015247923322021961, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015247923322021961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19620123505592346, + 0.11687219142913818, + 0.1778727024793625, + 0.06460018455982208, + 0.05927358195185661, + 0.030133454129099846, + 0.0715121254324913, + 0.1316748559474945, + 0.05667027458548546, + 0.09518936276435852 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.015247923322021961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005966352764517069 + ], + "opposite_logprob_tokens": [ + -5.1309661865234375 + ], + "logprob_reward": -0.005966352764517069, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005966352764517069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14351807534694672, + 0.08906128257513046, + 0.20453450083732605, + 0.05710684508085251, + 0.03622688725590706, + 0.05287538841366768, + 0.09085172414779663, + 0.15621767938137054, + 0.06928104907274246, + 0.10032660514116287 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.005966352764517069 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634631097316742 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.02634631097316742, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634631097316742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13567842543125153, + 0.041500065475702286, + 0.3292088806629181, + 0.15318404138088226, + 0.01828843541443348, + 0.035316891968250275, + 0.07898736745119095, + 0.10452032834291458, + 0.0681549534201622, + 0.035160601139068604 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02634631097316742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943363532423973 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.005943363532423973, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943363532423973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08314056694507599, + 0.03359294310212135, + 0.12209533900022507, + 0.02703196555376053, + 0.037644196301698685, + 0.13341285288333893, + 0.07126706093549728, + 0.052514832466840744, + 0.1838281899690628, + 0.2554721236228943 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.005943363532423973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367919847369194 + ], + "opposite_logprob_tokens": [ + -3.408679246902466 + ], + "logprob_reward": -0.03367919847369194, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367919847369194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08392053842544556, + 0.08304225653409958, + 0.3656158745288849, + 0.0709918737411499, + 0.0452503077685833, + 0.03557687997817993, + 0.018092993646860123, + 0.09031248837709427, + 0.08144611865282059, + 0.12575070559978485 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.03367919847369194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly pulls back, transitioning from a medium shot to a magnificent long shot, blending the subject with the vastness of nature. At the center of the frame, a young Asian woman with delicate features and a serene expression stands atop a steep mountain. Her hair is styled in an exquisite, classical bun, adorned with a simple yet elegant jade hairpin. A few strands of her jet-black hair are gently brushed against her cheek by the wind. She wears a pure white, cross-collared Hanfu dress made of light, flowing silk. The lapels and cuffs are embroidered with faint auspicious cloud patterns in pale gold thread. Bright, warm sunlight pours down from the azure sky, illuminating her white robe almost transparently and casting a soft golden halo around her silhouette. The persistent, powerful wind from the mountaintop blew her signature wide sleeves violently yet gracefully upwards. The enormous cuffs unfurled, fluttered, and danced in the air like the outstretched wings of a white crane, causing her sleeves and skirt to undulate dramatically. Behind her, endless indigo mountains stretched out, and a thick sea of clouds billowed and flowed through the valleys. The entire scene imbued her with a tranquil, majestic, and poetic atmosphere, imbued with the otherworldly aura of a chivalrous immortal.", + "seed": 2793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_7404_seed_2793_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029750878177583217, + "vlm_logprob": -0.029750878177583217, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.029750878177583217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030989304184913635 + ], + "opposite_logprob_tokens": [ + -3.530989408493042 + ], + "logprob_reward": -0.030989304184913635, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030989304184913635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16988156735897064, + 0.1306236833333969, + 0.15246865153312683, + 0.04543823003768921, + 0.19599013030529022, + 0.09335468709468842, + 0.05972561612725258, + 0.05134788528084755, + 0.0204703900963068, + 0.08069919049739838 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.030989304184913635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755015812814236 + ], + "opposite_logprob_tokens": [ + -5.0067548751831055 + ], + "logprob_reward": -0.006755015812814236, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755015812814236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08200199156999588, + 0.1147492527961731, + 0.21186663210391998, + 0.06919995695352554, + 0.13668687641620636, + 0.02994491346180439, + 0.12659387290477753, + 0.08480960875749588, + 0.02781366929411888, + 0.11633322387933731 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.006755015812814236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1134440079331398, + 0.15954932570457458, + 0.09773337095975876, + 0.10769440233707428, + 0.09853138774633408, + 0.14874012768268585, + 0.05465540662407875, + 0.06881802529096603, + 0.04722538962960243, + 0.10360859334468842 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.016070479527115822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942771211266518 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942771211266518, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942771211266518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23862428963184357, + 0.0859549418091774, + 0.0669335350394249, + 0.06080123409628868, + 0.05323122814297676, + 0.16834019124507904, + 0.03286982327699661, + 0.06422776728868484, + 0.0953541249036789, + 0.1336628645658493 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.005942771211266518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899682015180588 + ], + "opposite_logprob_tokens": [ + -2.4639968872070312 + ], + "logprob_reward": -0.08899682015180588, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899682015180588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06318902224302292, + 0.08737723529338837, + 0.31129446625709534, + 0.20407550036907196, + 0.05672886595129967, + 0.018596559762954712, + 0.0843319222331047, + 0.03821929171681404, + 0.04140574112534523, + 0.09478142857551575 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.08899682015180588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly pulls back, transitioning from a medium shot to a magnificent long shot, blending the subject with the vastness of nature. At the center of the frame, a young Asian woman with delicate features and a serene expression stands atop a steep mountain. Her hair is styled in an exquisite, classical bun, adorned with a simple yet elegant jade hairpin. A few strands of her jet-black hair are gently brushed against her cheek by the wind. She wears a pure white, cross-collared Hanfu dress made of light, flowing silk. The lapels and cuffs are embroidered with faint auspicious cloud patterns in pale gold thread. Bright, warm sunlight pours down from the azure sky, illuminating her white robe almost transparently and casting a soft golden halo around her silhouette. The persistent, powerful wind from the mountaintop blew her signature wide sleeves violently yet gracefully upwards. The enormous cuffs unfurled, fluttered, and danced in the air like the outstretched wings of a white crane, causing her sleeves and skirt to undulate dramatically. Behind her, endless indigo mountains stretched out, and a thick sea of clouds billowed and flowed through the valleys. The entire scene imbued her with a tranquil, majestic, and poetic atmosphere, imbued with the otherworldly aura of a chivalrous immortal.", + "seed": 2794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_10/index_7404_seed_2794_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03270251462236047, + "vlm_logprob": -0.03270251462236047, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.03270251462236047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024620015174150467 + ], + "opposite_logprob_tokens": [ + -3.7746200561523438 + ], + "logprob_reward": -0.024620015174150467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024620015174150467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14268554747104645, + 0.15028980374336243, + 0.20502245426177979, + 0.10083507746458054, + 0.0675397664308548, + 0.09487541019916534, + 0.036021530628204346, + 0.06304803490638733, + 0.06735918670892715, + 0.07232323288917542 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.024620015174150467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076457480899989605 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.0076457480899989605, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076457480899989605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14974552392959595, + 0.1136750802397728, + 0.11431097984313965, + 0.13828274607658386, + 0.04283533990383148, + 0.2025405913591385, + 0.043330274522304535, + 0.0944754034280777, + 0.05228639021515846, + 0.04851768538355827 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0076457480899989605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347704231739044 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347704231739044, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347704231739044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04253406077623367, + 0.10180917382240295, + 0.24576833844184875, + 0.2733330726623535, + 0.08368098735809326, + 0.17140324413776398, + 0.024537842720746994, + 0.012717196717858315, + 0.03030754067003727, + 0.013908526860177517 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.026347704231739044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632455296814442 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632455296814442, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632455296814442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09813609719276428, + 0.13113930821418762, + 0.1101827546954155, + 0.20269788801670074, + 0.16334998607635498, + 0.06704776734113693, + 0.05853590369224548, + 0.03878619894385338, + 0.031920284032821655, + 0.09820379316806793 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.004632455296814442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian woman with delicate features and a serene expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a pure white, cross-collared Hanfu dress with pale gold cloud embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the woman's wide sleeves and skirt undulating violently upwards as if dancing like crane wings due to strong wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of endless indigo mountains and a thick sea of clouds flowing through valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back to a long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026665031909943 + ], + "opposite_logprob_tokens": [ + -2.350266695022583 + ], + "logprob_reward": -0.10026665031909943, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026665031909943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0363522469997406, + 0.0476655550301075, + 0.23492616415023804, + 0.057428549975156784, + 0.10577012598514557, + 0.21277323365211487, + 0.11030227690935135, + 0.08701951056718826, + 0.07329346239566803, + 0.03446890786290169 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.10026665031909943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_tensor([5700, 5700])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_tensor([5700, 5700])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62057d4505b6a0120fb852456436eb7af2f99604 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_tensor([5700, 5700])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, medium-long shot, captured from a slightly upward angle in the style of documentary photography, captures an ancient general clad in weathered iron scale armor, slowly advancing from the right side of the frame to the left. The dim afterglow of the setting sun slants down from the sky, casting long shadows on the cracked yellow earth, silhouetted against the general and his horse. The general wears an iron helmet with a long red tassel. His face, weathered and dust-stained, stares piercingly ahead. His armor, composed of countless plates, is covered in scratches and dark rust, while the crimson battle robe beneath it sways slightly in the wind. He holds the reins firmly in one hand, the other on the hilt of the ancient sword at his waist, his posture erect and unwavering, even on horseback. The muscles of his black warhorse bulge beneath him, its coat matted to a dull sheen from a mixture of sweat and dust. Each heavy thump of the horse's hooves stirs up a small plume of yellow dust. The backdrop is a vast, desolate battlefield, the air thick with visible smoke and dust. Tattered flags flutter feebly in the wind, and in the distance, the outlines of broken weapons and fallen chariots are faintly visible. The dominant tones of the painting are earthy ochre and the gray-black of iron. The deep red of the general's robe and helmet tassel serve as solemn embellishments, creating an epic atmosphere of postwar desolation, tragic grandeur, and yet filled with tenacious strength.", + "seed": 13738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_5700_seed_13738_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05194231541827321, + "vlm_logprob": -0.05194231541827321, + "vlm_yes_no_margin": 3.750000023841858, + "vlm_token_credit": -0.05194231541827321, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0351925864815712 + ], + "opposite_logprob_tokens": [ + -3.4101924896240234 + ], + "logprob_reward": -0.0351925864815712, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0351925864815712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1565408557653427, + 0.0686066672205925, + 0.08701419830322266, + 0.07441285252571106, + 0.06470469385385513, + 0.10641763359308243, + 0.09727191179990768, + 0.1453832983970642, + 0.07608924061059952, + 0.12355870753526688 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0351925864815712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791677817702293 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791677817702293, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791677817702293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1294446587562561, + 0.07932469248771667, + 0.1172647774219513, + 0.08925706893205643, + 0.08066469430923462, + 0.13048988580703735, + 0.1394573599100113, + 0.09417004883289337, + 0.06615887582302094, + 0.07376793026924133 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.009791677817702293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142801895737648 + ], + "opposite_logprob_tokens": [ + -2.0178020000457764 + ], + "logprob_reward": -0.142801895737648, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.142801895737648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10110441595315933, + 0.05590691417455673, + 0.04758697748184204, + 0.10210136324167252, + 0.14273135364055634, + 0.10098767280578613, + 0.18001194298267365, + 0.19209939241409302, + 0.03893208131194115, + 0.03853791579604149 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.142801895737648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019369428046047688 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019369428046047688, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019369428046047688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3302971422672272, + 0.09098737686872482, + 0.08172018080949783, + 0.10267607867717743, + 0.08169404417276382, + 0.042817626148462296, + 0.07729025185108185, + 0.10251006484031677, + 0.0409700945019722, + 0.049037110060453415 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0019369428046047688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998847424983978 + ], + "opposite_logprob_tokens": [ + -2.694988489151001 + ], + "logprob_reward": -0.06998847424983978, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998847424983978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08068448305130005, + 0.05466456711292267, + 0.13891687989234924, + 0.08624908328056335, + 0.051893677562475204, + 0.08909395337104797, + 0.07070144265890121, + 0.19641560316085815, + 0.165462464094162, + 0.06591784954071045 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.06998847424983978 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, medium-long shot, captured from a slightly upward angle in the style of documentary photography, captures an ancient general clad in weathered iron scale armor, slowly advancing from the right side of the frame to the left. The dim afterglow of the setting sun slants down from the sky, casting long shadows on the cracked yellow earth, silhouetted against the general and his horse. The general wears an iron helmet with a long red tassel. His face, weathered and dust-stained, stares piercingly ahead. His armor, composed of countless plates, is covered in scratches and dark rust, while the crimson battle robe beneath it sways slightly in the wind. He holds the reins firmly in one hand, the other on the hilt of the ancient sword at his waist, his posture erect and unwavering, even on horseback. The muscles of his black warhorse bulge beneath him, its coat matted to a dull sheen from a mixture of sweat and dust. Each heavy thump of the horse's hooves stirs up a small plume of yellow dust. The backdrop is a vast, desolate battlefield, the air thick with visible smoke and dust. Tattered flags flutter feebly in the wind, and in the distance, the outlines of broken weapons and fallen chariots are faintly visible. The dominant tones of the painting are earthy ochre and the gray-black of iron. The deep red of the general's robe and helmet tassel serve as solemn embellishments, creating an epic atmosphere of postwar desolation, tragic grandeur, and yet filled with tenacious strength.", + "seed": 13739, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_5700_seed_13739_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14354284373112022, + "vlm_logprob": -0.14354284373112022, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.14354284373112022, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07307825982570648 + ], + "opposite_logprob_tokens": [ + -2.698078155517578 + ], + "logprob_reward": -0.07307825982570648, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07307825982570648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457299441099167, + 0.041064225137233734, + 0.02159843035042286, + 0.32684817910194397, + 0.1293221265077591, + 0.12586620450019836, + 0.05275224894285202, + 0.09984323382377625, + 0.033530429005622864, + 0.023444971069693565 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.07307825982570648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19475066661834717, + 0.0836823508143425, + 0.03360150009393692, + 0.2575576901435852, + 0.07492773979902267, + 0.06907381862401962, + 0.09139426797628403, + 0.07383637875318527, + 0.05384327098727226, + 0.06733227521181107 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233484506607056 + ], + "opposite_logprob_tokens": [ + -0.8983484506607056 + ], + "logprob_reward": -0.5233484506607056, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233484506607056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15460093319416046, + 0.2414189875125885, + 0.0722653865814209, + 0.09843169897794724, + 0.08853907138109207, + 0.045774806290864944, + 0.06352008879184723, + 0.11709458380937576, + 0.032243940979242325, + 0.08611051738262177 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.5233484506607056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815451705828309 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815451705828309, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815451705828309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23495891690254211, + 0.10056717693805695, + 0.05054209753870964, + 0.2954578399658203, + 0.06583806127309799, + 0.036933671683073044, + 0.05241018906235695, + 0.09256572276353836, + 0.03881186246871948, + 0.03191445767879486 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.002815451705828309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002739816904068 + ], + "opposite_logprob_tokens": [ + -2.350274085998535 + ], + "logprob_reward": -0.1002739816904068, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002739816904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12391845881938934, + 0.2281409054994583, + 0.05298416689038277, + 0.08652801066637039, + 0.10598237812519073, + 0.04380554333329201, + 0.059837572276592255, + 0.12912335991859436, + 0.028384391218423843, + 0.14129520952701569 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.1002739816904068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, medium-long shot, captured from a slightly upward angle in the style of documentary photography, captures an ancient general clad in weathered iron scale armor, slowly advancing from the right side of the frame to the left. The dim afterglow of the setting sun slants down from the sky, casting long shadows on the cracked yellow earth, silhouetted against the general and his horse. The general wears an iron helmet with a long red tassel. His face, weathered and dust-stained, stares piercingly ahead. His armor, composed of countless plates, is covered in scratches and dark rust, while the crimson battle robe beneath it sways slightly in the wind. He holds the reins firmly in one hand, the other on the hilt of the ancient sword at his waist, his posture erect and unwavering, even on horseback. The muscles of his black warhorse bulge beneath him, its coat matted to a dull sheen from a mixture of sweat and dust. Each heavy thump of the horse's hooves stirs up a small plume of yellow dust. The backdrop is a vast, desolate battlefield, the air thick with visible smoke and dust. Tattered flags flutter feebly in the wind, and in the distance, the outlines of broken weapons and fallen chariots are faintly visible. The dominant tones of the painting are earthy ochre and the gray-black of iron. The deep red of the general's robe and helmet tassel serve as solemn embellishments, creating an epic atmosphere of postwar desolation, tragic grandeur, and yet filled with tenacious strength.", + "seed": 13740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_5700_seed_13740_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0714822634588927, + "vlm_logprob": -0.0714822634588927, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0714822634588927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020993640646338463 + ], + "opposite_logprob_tokens": [ + -4.020993709564209 + ], + "logprob_reward": -0.020993640646338463, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020993640646338463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19453778862953186, + 0.31844258308410645, + 0.0645628273487091, + 0.03831982985138893, + 0.042277783155441284, + 0.11954507976770401, + 0.08226709812879562, + 0.03233633190393448, + 0.035103779286146164, + 0.07260686159133911 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.020993640646338463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207640662789345 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207640662789345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207640662789345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0957389548420906, + 0.22888213396072388, + 0.07412058115005493, + 0.04654339328408241, + 0.037696246057748795, + 0.23213911056518555, + 0.05158640071749687, + 0.09774580597877502, + 0.061176907271146774, + 0.07437042146921158 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.014207640662789345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813166677951813 + ], + "opposite_logprob_tokens": [ + -1.4063166379928589 + ], + "logprob_reward": -0.2813166677951813, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813166677951813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06854363530874252, + 0.36459487676620483, + 0.10439427942037582, + 0.10481135547161102, + 0.06842422485351562, + 0.07994247227907181, + 0.05303972586989403, + 0.055452533066272736, + 0.045479916036129, + 0.0553169772028923 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.2813166677951813 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028156896587461233 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.0028156896587461233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028156896587461233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21448057889938354, + 0.49103450775146484, + 0.032294925302267075, + 0.08360198140144348, + 0.020522359758615494, + 0.0240151509642601, + 0.025036491453647614, + 0.018976546823978424, + 0.02366432175040245, + 0.06637315452098846 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0028156896587461233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807767853140831 + ], + "opposite_logprob_tokens": [ + -3.2880775928497314 + ], + "logprob_reward": -0.03807767853140831, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807767853140831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1762084662914276, + 0.4255200922489166, + 0.06933008134365082, + 0.0647924393415451, + 0.031643323600292206, + 0.06367103010416031, + 0.042126987129449844, + 0.03953683003783226, + 0.026635384187102318, + 0.060535430908203125 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03807767853140831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, medium-long shot, captured from a slightly upward angle in the style of documentary photography, captures an ancient general clad in weathered iron scale armor, slowly advancing from the right side of the frame to the left. The dim afterglow of the setting sun slants down from the sky, casting long shadows on the cracked yellow earth, silhouetted against the general and his horse. The general wears an iron helmet with a long red tassel. His face, weathered and dust-stained, stares piercingly ahead. His armor, composed of countless plates, is covered in scratches and dark rust, while the crimson battle robe beneath it sways slightly in the wind. He holds the reins firmly in one hand, the other on the hilt of the ancient sword at his waist, his posture erect and unwavering, even on horseback. The muscles of his black warhorse bulge beneath him, its coat matted to a dull sheen from a mixture of sweat and dust. Each heavy thump of the horse's hooves stirs up a small plume of yellow dust. The backdrop is a vast, desolate battlefield, the air thick with visible smoke and dust. Tattered flags flutter feebly in the wind, and in the distance, the outlines of broken weapons and fallen chariots are faintly visible. The dominant tones of the painting are earthy ochre and the gray-black of iron. The deep red of the general's robe and helmet tassel serve as solemn embellishments, creating an epic atmosphere of postwar desolation, tragic grandeur, and yet filled with tenacious strength.", + "seed": 13741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_11/index_5700_seed_13741_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11438064824324101, + "vlm_logprob": -0.11438064824324101, + "vlm_yes_no_margin": 3.075000023841858, + "vlm_token_credit": -0.11438064824324101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14455311000347137 + ], + "opposite_logprob_tokens": [ + -2.0195531845092773 + ], + "logprob_reward": -0.14455311000347137, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14455311000347137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7481550574302673, + 0.02413618564605713, + 0.016310757026076317, + 0.032231464982032776, + 0.030169343575835228, + 0.045582547783851624, + 0.011684320867061615, + 0.03835722431540489, + 0.010659672319889069, + 0.042713429778814316 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.14455311000347137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059713751077652 + ], + "opposite_logprob_tokens": [ + -3.895597219467163 + ], + "logprob_reward": -0.02059713751077652, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059713751077652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25222498178482056, + 0.06500954926013947, + 0.02937225066125393, + 0.07587088644504547, + 0.09220553189516068, + 0.1681339144706726, + 0.021575309336185455, + 0.04613382741808891, + 0.03403539955615997, + 0.21543830633163452 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02059713751077652 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255830317735672 + ], + "opposite_logprob_tokens": [ + -1.6005830764770508 + ], + "logprob_reward": -0.2255830317735672, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255830317735672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1948070079088211, + 0.05710262060165405, + 0.07818525284528732, + 0.13919039070606232, + 0.133827805519104, + 0.08590265363454819, + 0.06545157730579376, + 0.04364706575870514, + 0.062037404626607895, + 0.13984818756580353 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.2255830317735672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013331820955500007 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013331820955500007, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013331820955500007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4377771317958832, + 0.06681261956691742, + 0.03730960190296173, + 0.08265593647956848, + 0.037102218717336655, + 0.03359956666827202, + 0.0696178451180458, + 0.03694012761116028, + 0.031871721148490906, + 0.16631320118904114 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0013331820955500007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general clad in weathered iron scale armor riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing an iron helmet with a long red tassel and a crimson battle robe beneath the armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general slowly advancing from the right side of the frame to the left while holding reins and a sword hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast, desolate battlefield with cracked yellow earth, visible smoke, dust, and tattered flags?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a fixed medium-long shot captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17983677983283997 + ], + "opposite_logprob_tokens": [ + -1.8048367500305176 + ], + "logprob_reward": -0.17983677983283997, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17983677983283997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10723750293254852, + 0.07611618936061859, + 0.03318990021944046, + 0.0670820102095604, + 0.04077916219830513, + 0.02276037447154522, + 0.12474962323904037, + 0.10213150829076767, + 0.07307609170675278, + 0.3528776466846466 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.17983677983283997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_tensor([3311, 3311])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_tensor([3311, 3311])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e59c354bdebce7efe6c48e6194c0d7e893a0b2a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_tensor([3311, 3311])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the concentrated action in a warmly lit, rustic kitchen. A figure wearing thick, quilted cream oven mitts, their forearms visible beneath the rolled-up sleeves of a dark green linen shirt. Steadily and deliberately, they reach into the glowing orange interior of an open, modern stainless steel oven. Their gloved hands very carefully grasp the edges of a large, round loaf of artisan bread, its crust a deep golden brown and beautifully scored. They smoothly lift the loaf from the oven rack, a visible puff of hot steam escaping and dissipating into the air. With a simple turn, the hot loaf is gently and precisely placed on the cool, dark metal baking sheet on the adjacent wooden butcher block countertop, a motion that creates a soft, satisfying thud. The entire scene is dominated by the warm, inviting glow of the oven, casting soft light and long shadows, creating an atmosphere of tranquility and deeply satisfying culinary achievement.", + "seed": 18936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_3311_seed_18936_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4284856338053942, + "vlm_logprob": -0.4284856338053942, + "vlm_yes_no_margin": 2.625000023841858, + "vlm_token_credit": -0.4284856338053942, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029487593099474907 + ], + "opposite_logprob_tokens": [ + -3.6544876098632812 + ], + "logprob_reward": -0.029487593099474907, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029487593099474907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18237683176994324, + 0.13999158143997192, + 0.12484010308980942, + 0.1914127916097641, + 0.03014628402888775, + 0.051707200706005096, + 0.05789860710501671, + 0.07484225928783417, + 0.08874079585075378, + 0.05804352089762688 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.029487593099474907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563959695398808 + ], + "opposite_logprob_tokens": [ + -4.387564182281494 + ], + "logprob_reward": -0.012563959695398808, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563959695398808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20443686842918396, + 0.18992598354816437, + 0.0675319954752922, + 0.05430687218904495, + 0.026888903230428696, + 0.052672985941171646, + 0.06445011496543884, + 0.18385201692581177, + 0.07149265706539154, + 0.08444159477949142 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012563959695398808 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002881914377213 + ], + "opposite_logprob_tokens": [ + -2.695028781890869 + ], + "logprob_reward": -0.07002881914377213, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002881914377213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05496910214424133, + 0.056924182921648026, + 0.11438555270433426, + 0.20232641696929932, + 0.02740001492202282, + 0.23802074790000916, + 0.1210603415966034, + 0.047722116112709045, + 0.09592506289482117, + 0.041266411542892456 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.07002881914377213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557956390082836 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012557956390082836, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557956390082836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09160000085830688, + 0.04254914075136185, + 0.2041989415884018, + 0.06132017448544502, + 0.027434226125478745, + 0.10414735972881317, + 0.04994639754295349, + 0.07794514298439026, + 0.05985873192548752, + 0.2809998393058777 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.012557956390082836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.017789840698242 + ], + "opposite_logprob_tokens": [ + -0.14278991520404816 + ], + "logprob_reward": -2.017789840698242, + "yes_no_margin_reward": -1.8749998807907104, + "token_credit_reward": -2.017789840698242, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1521310657262802, + 0.05423242598772049, + 0.06786312907934189, + 0.1483292281627655, + 0.054273635149002075, + 0.26474228501319885, + 0.1215069442987442, + 0.03458625450730324, + 0.03464847430586815, + 0.06768658757209778 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -2.017789840698242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures the concentrated action in a warmly lit, rustic kitchen. A figure wearing thick, quilted cream oven mitts, their forearms visible beneath the rolled-up sleeves of a dark green linen shirt. Steadily and deliberately, they reach into the glowing orange interior of an open, modern stainless steel oven. Their gloved hands very carefully grasp the edges of a large, round loaf of artisan bread, its crust a deep golden brown and beautifully scored. They smoothly lift the loaf from the oven rack, a visible puff of hot steam escaping and dissipating into the air. With a simple turn, the hot loaf is gently and precisely placed on the cool, dark metal baking sheet on the adjacent wooden butcher block countertop, a motion that creates a soft, satisfying thud. The entire scene is dominated by the warm, inviting glow of the oven, casting soft light and long shadows, creating an atmosphere of tranquility and deeply satisfying culinary achievement.", + "seed": 18937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_3311_seed_18937_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.35421112440526487, + "vlm_logprob": -0.35421112440526487, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.35421112440526487, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03223404660820961 + ], + "opposite_logprob_tokens": [ + -3.532233953475952 + ], + "logprob_reward": -0.03223404660820961, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03223404660820961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06555571407079697, + 0.45654481649398804, + 0.012193991802632809, + 0.04312478378415108, + 0.12675657868385315, + 0.01712636463344097, + 0.06357385963201523, + 0.04878590628504753, + 0.146246537566185, + 0.020091449841856956 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.03223404660820961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101268231868744 + ], + "opposite_logprob_tokens": [ + -4.511101245880127 + ], + "logprob_reward": -0.011101268231868744, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101268231868744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0664084404706955, + 0.4807537794113159, + 0.03756633773446083, + 0.12977297604084015, + 0.08699449896812439, + 0.04706091806292534, + 0.03245997801423073, + 0.04688061401247978, + 0.04106675460934639, + 0.031035788357257843 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.011101268231868744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293468624353409 + ], + "opposite_logprob_tokens": [ + -2.2379345893859863 + ], + "logprob_reward": -0.11293468624353409, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293468624353409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06618256866931915, + 0.13796795904636383, + 0.019838927313685417, + 0.025620469823479652, + 0.2733035385608673, + 0.06584309786558151, + 0.04073240980505943, + 0.09039487689733505, + 0.21101778745651245, + 0.06909829378128052 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.11293468624353409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213869348168373 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213869348168373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213869348168373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0409434549510479, + 0.4733845889568329, + 0.01912664622068405, + 0.02453552559018135, + 0.10798157751560211, + 0.034581076353788376, + 0.06485526263713837, + 0.10080654174089432, + 0.06499294191598892, + 0.06879238039255142 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.014213869348168373 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005717515945435 + ], + "opposite_logprob_tokens": [ + -0.22557179629802704 + ], + "logprob_reward": -1.6005717515945435, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005717515945435, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04739398881793022, + 0.500584602355957, + 0.019566811621189117, + 0.04513492062687874, + 0.04255012422800064, + 0.018853571265935898, + 0.08243252336978912, + 0.11183038353919983, + 0.11176047474145889, + 0.019892601296305656 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -1.6005717515945435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures the concentrated action in a warmly lit, rustic kitchen. A figure wearing thick, quilted cream oven mitts, their forearms visible beneath the rolled-up sleeves of a dark green linen shirt. Steadily and deliberately, they reach into the glowing orange interior of an open, modern stainless steel oven. Their gloved hands very carefully grasp the edges of a large, round loaf of artisan bread, its crust a deep golden brown and beautifully scored. They smoothly lift the loaf from the oven rack, a visible puff of hot steam escaping and dissipating into the air. With a simple turn, the hot loaf is gently and precisely placed on the cool, dark metal baking sheet on the adjacent wooden butcher block countertop, a motion that creates a soft, satisfying thud. The entire scene is dominated by the warm, inviting glow of the oven, casting soft light and long shadows, creating an atmosphere of tranquility and deeply satisfying culinary achievement.", + "seed": 18938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_3311_seed_18938_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28632130064070227, + "vlm_logprob": -0.28632130064070227, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.28632130064070227, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028786972165107727 + ], + "opposite_logprob_tokens": [ + -3.6537868976593018 + ], + "logprob_reward": -0.028786972165107727, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028786972165107727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06976833194494247, + 0.06512229889631271, + 0.03370846062898636, + 0.06777030229568481, + 0.19032630324363708, + 0.09322002530097961, + 0.15735316276550293, + 0.11675118654966354, + 0.13296695053577423, + 0.07301297038793564 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.028786972165107727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098556220531464 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098556220531464, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098556220531464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10507354140281677, + 0.1394544541835785, + 0.055857956409454346, + 0.2812560498714447, + 0.05963384360074997, + 0.04379786550998688, + 0.12073930352926254, + 0.08877385407686234, + 0.04440503567457199, + 0.061008110642433167 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.011098556220531464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495880916714668 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.05495880916714668, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495880916714668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052491266280412674, + 0.034353047609329224, + 0.02851083129644394, + 0.048446714878082275, + 0.0891697034239769, + 0.09560384601354599, + 0.2744918167591095, + 0.15317878127098083, + 0.1781337857246399, + 0.045620184391736984 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.05495880916714668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311948403716087 + ], + "opposite_logprob_tokens": [ + -3.7733118534088135 + ], + "logprob_reward": -0.023311948403716087, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311948403716087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08460237085819244, + 0.04161522164940834, + 0.03727404773235321, + 0.09306548535823822, + 0.18882745504379272, + 0.050126560032367706, + 0.21838033199310303, + 0.06567797064781189, + 0.12082977592945099, + 0.09960083663463593 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.023311948403716087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134502172470093 + ], + "opposite_logprob_tokens": [ + -0.3134502172470093 + ], + "logprob_reward": -1.3134502172470093, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134502172470093, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03895370662212372, + 0.047439102083444595, + 0.041156817227602005, + 0.058614518493413925, + 0.11820972710847855, + 0.04632381722331047, + 0.15575304627418518, + 0.09231673926115036, + 0.04578215256333351, + 0.355450302362442 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -1.3134502172470093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures the concentrated action in a warmly lit, rustic kitchen. A figure wearing thick, quilted cream oven mitts, their forearms visible beneath the rolled-up sleeves of a dark green linen shirt. Steadily and deliberately, they reach into the glowing orange interior of an open, modern stainless steel oven. Their gloved hands very carefully grasp the edges of a large, round loaf of artisan bread, its crust a deep golden brown and beautifully scored. They smoothly lift the loaf from the oven rack, a visible puff of hot steam escaping and dissipating into the air. With a simple turn, the hot loaf is gently and precisely placed on the cool, dark metal baking sheet on the adjacent wooden butcher block countertop, a motion that creates a soft, satisfying thud. The entire scene is dominated by the warm, inviting glow of the oven, casting soft light and long shadows, creating an atmosphere of tranquility and deeply satisfying culinary achievement.", + "seed": 18939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_12/index_3311_seed_18939_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.38221688382327557, + "vlm_logprob": -0.38221688382327557, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.38221688382327557, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056059580296278 + ], + "opposite_logprob_tokens": [ + -3.0560595989227295 + ], + "logprob_reward": -0.056059580296278, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.056059580296278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23144212365150452, + 0.1650352030992508, + 0.044782381504774094, + 0.0678514838218689, + 0.1391766220331192, + 0.0940827801823616, + 0.09132911264896393, + 0.0919579416513443, + 0.04245120659470558, + 0.03189120814204216 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.056059580296278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023318005725741386 + ], + "opposite_logprob_tokens": [ + -3.77331805229187 + ], + "logprob_reward": -0.023318005725741386, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023318005725741386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6084709167480469, + 0.12897402048110962, + 0.06933020800352097, + 0.043787457048892975, + 0.035300545394420624, + 0.017054514959454536, + 0.018000181764364243, + 0.0318991057574749, + 0.025805549696087837, + 0.021377475932240486 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023318005725741386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031948983669281 + ], + "opposite_logprob_tokens": [ + -2.3503193855285645 + ], + "logprob_reward": -0.10031948983669281, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031948983669281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21501639485359192, + 0.06956448405981064, + 0.07488042116165161, + 0.030787231400609016, + 0.04286132752895355, + 0.05369723588228226, + 0.15001142024993896, + 0.29169976711273193, + 0.04530985653400421, + 0.026171863079071045 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10031948983669281 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298287533223629 + ], + "opposite_logprob_tokens": [ + -3.5298287868499756 + ], + "logprob_reward": -0.0298287533223629, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298287533223629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2567428946495056, + 0.1996431052684784, + 0.06050722301006317, + 0.03354305028915405, + 0.14573106169700623, + 0.04658634215593338, + 0.05755382776260376, + 0.10198789089918137, + 0.04767289385199547, + 0.05003173649311066 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0298287533223629 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a warmly lit, rustic kitchen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing thick, quilted cream oven mitts and a dark green linen shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure carefully lift a large, round loaf of artisan bread with a deep golden brown crust from a modern stainless steel oven?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is visible hot steam escaping from the bread as it is lifted and placed on a dark metal baking sheet on a wooden butcher block countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static at eye-level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015585899353027 + ], + "opposite_logprob_tokens": [ + -0.20155854523181915 + ], + "logprob_reward": -1.7015585899353027, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015585899353027, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10677222162485123, + 0.12825502455234528, + 0.06313186138868332, + 0.039874643087387085, + 0.2116689831018448, + 0.0718441754579544, + 0.13967165350914001, + 0.12192708998918533, + 0.0712699294090271, + 0.045584432780742645 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -1.7015585899353027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_tensor([2035, 2035])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_tensor([2035, 2035])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..967d0899dba6529b25f2ffa185265a09bc314e8e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_tensor([2035, 2035])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "camera slowly zooms in from a vast, distant perspective, capturing a vast expanse of gray Gobi desert from a slightly upward angle. Cast by the slanting shadows of a pale sunset, the earth cracks, and sparse, withered grass shivers in the biting wind. The camera's focus finally settles on the sole centerpiece of this dead world: a weathered, ancient boulder, etched and furrowed with erosion, a natural altar. Atop this platform, an M4A1 assault rifle rests solemnly horizontally. Its cool, matte black metal frame blends seamlessly with the gray and yellow tones of its surroundings, yet stands out sharply due to the intricately engraved patterns. From the stock to the handguard, an intricate, ornate pink rose vine entwines itself. The delicate texture and soft pink hue of each petal bloom against the cold steel, imbuing it with an eerie and poignant vitality. A strong wind whistled past, sweeping up the dust on the ground, forming flowing curtains of pale yellow sand. The fine sand gently brushed against the gun body and the rose carving, as if performing a silent wipe and worship, and was then carried away by the wind. The whole scene was filled with a grand and lonely atmosphere of commemoration for steel, beauty and killing.", + "seed": 3300, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_2035_seed_3300_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03285559177165851, + "vlm_logprob": -0.03285559177165851, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.03285559177165851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10141423344612122 + ], + "opposite_logprob_tokens": [ + -2.351414203643799 + ], + "logprob_reward": -0.10141423344612122, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10141423344612122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18034730851650238, + 0.03794197365641594, + 0.05330858379602432, + 0.08121317625045776, + 0.047846950590610504, + 0.04378671944141388, + 0.0507313571870327, + 0.09172256290912628, + 0.10261092334985733, + 0.3104904890060425 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.10141423344612122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867442324757576 + ], + "opposite_logprob_tokens": [ + -3.0486743450164795 + ], + "logprob_reward": -0.04867442324757576, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867442324757576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2897372841835022, + 0.1504216492176056, + 0.08463349938392639, + 0.09249985218048096, + 0.07289830595254898, + 0.12971410155296326, + 0.02019922249019146, + 0.0273593757301569, + 0.039677392691373825, + 0.09285933524370193 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04867442324757576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007198841194622219 + ], + "opposite_logprob_tokens": [ + -7.250720024108887 + ], + "logprob_reward": -0.0007198841194622219, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007198841194622219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11133322864770889, + 0.04717651754617691, + 0.051922667771577835, + 0.14825321733951569, + 0.1091545820236206, + 0.08155443519353867, + 0.09177900105714798, + 0.1527707278728485, + 0.1525411307811737, + 0.053514473140239716 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.0007198841194622219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09427420794963837, + 0.04087264835834503, + 0.04956014081835747, + 0.05593455955386162, + 0.13022154569625854, + 0.08107683062553406, + 0.07356027513742447, + 0.12576600909233093, + 0.05418039485812187, + 0.29455330967903137 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734531372785568 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734531372785568, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734531372785568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11428689956665039, + 0.10100981593132019, + 0.16963522136211395, + 0.061479352414608, + 0.07060768455266953, + 0.04632454365491867, + 0.0624074749648571, + 0.20563966035842896, + 0.05565788224339485, + 0.11295150965452194 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.006734531372785568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera slowly zooms in from a vast, distant perspective, capturing a vast expanse of gray Gobi desert from a slightly upward angle. Cast by the slanting shadows of a pale sunset, the earth cracks, and sparse, withered grass shivers in the biting wind. The camera's focus finally settles on the sole centerpiece of this dead world: a weathered, ancient boulder, etched and furrowed with erosion, a natural altar. Atop this platform, an M4A1 assault rifle rests solemnly horizontally. Its cool, matte black metal frame blends seamlessly with the gray and yellow tones of its surroundings, yet stands out sharply due to the intricately engraved patterns. From the stock to the handguard, an intricate, ornate pink rose vine entwines itself. The delicate texture and soft pink hue of each petal bloom against the cold steel, imbuing it with an eerie and poignant vitality. A strong wind whistled past, sweeping up the dust on the ground, forming flowing curtains of pale yellow sand. The fine sand gently brushed against the gun body and the rose carving, as if performing a silent wipe and worship, and was then carried away by the wind. The whole scene was filled with a grand and lonely atmosphere of commemoration for steel, beauty and killing.", + "seed": 3301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_2035_seed_3301_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10898983391234651, + "vlm_logprob": -0.10898983391234651, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.10898983391234651, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47485560178756714 + ], + "opposite_logprob_tokens": [ + -0.9748556017875671 + ], + "logprob_reward": -0.47485560178756714, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47485560178756714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11481650918722153, + 0.12597574293613434, + 0.07408284395933151, + 0.07963760197162628, + 0.30074164271354675, + 0.035533443093299866, + 0.05966450646519661, + 0.14600718021392822, + 0.03556065633893013, + 0.027979863807559013 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.47485560178756714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043068766593933105 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.043068766593933105, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043068766593933105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14393998682498932, + 0.1542152762413025, + 0.04044714197516441, + 0.07580914348363876, + 0.21450363099575043, + 0.07471592724323273, + 0.07965622842311859, + 0.1334022432565689, + 0.04436120390892029, + 0.03894921392202377 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.043068766593933105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004961451631970704 + ], + "opposite_logprob_tokens": [ + -7.625495910644531 + ], + "logprob_reward": -0.0004961451631970704, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004961451631970704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16237591207027435, + 0.040877413004636765, + 0.0700502097606659, + 0.06849953532218933, + 0.16600371897220612, + 0.06058801710605621, + 0.09852993488311768, + 0.14442142844200134, + 0.10181654989719391, + 0.0868372842669487 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0004961451631970704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11313357949256897, + 0.06863416731357574, + 0.03837806358933449, + 0.04828820005059242, + 0.07397305965423584, + 0.2193162441253662, + 0.0638955608010292, + 0.13328197598457336, + 0.08913595974445343, + 0.1519632488489151 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058078907430172 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.02058078907430172, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058078907430172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0946742594242096, + 0.09421346336603165, + 0.04601951688528061, + 0.06436949968338013, + 0.23688751459121704, + 0.04617802053689957, + 0.03213008493185043, + 0.07081303000450134, + 0.24337507784366608, + 0.07133959978818893 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02058078907430172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera slowly zooms in from a vast, distant perspective, capturing a vast expanse of gray Gobi desert from a slightly upward angle. Cast by the slanting shadows of a pale sunset, the earth cracks, and sparse, withered grass shivers in the biting wind. The camera's focus finally settles on the sole centerpiece of this dead world: a weathered, ancient boulder, etched and furrowed with erosion, a natural altar. Atop this platform, an M4A1 assault rifle rests solemnly horizontally. Its cool, matte black metal frame blends seamlessly with the gray and yellow tones of its surroundings, yet stands out sharply due to the intricately engraved patterns. From the stock to the handguard, an intricate, ornate pink rose vine entwines itself. The delicate texture and soft pink hue of each petal bloom against the cold steel, imbuing it with an eerie and poignant vitality. A strong wind whistled past, sweeping up the dust on the ground, forming flowing curtains of pale yellow sand. The fine sand gently brushed against the gun body and the rose carving, as if performing a silent wipe and worship, and was then carried away by the wind. The whole scene was filled with a grand and lonely atmosphere of commemoration for steel, beauty and killing.", + "seed": 3302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_2035_seed_3302_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2906277226982638, + "vlm_logprob": -0.2906277226982638, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.2906277226982638, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3137273788452148 + ], + "opposite_logprob_tokens": [ + -0.31372734904289246 + ], + "logprob_reward": -1.3137273788452148, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3137273788452148, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5139492154121399, + 0.08773026615381241, + 0.15092630684375763, + 0.046646036207675934, + 0.061191633343696594, + 0.029061397537589073, + 0.028430145233869553, + 0.033131007105112076, + 0.026395250111818314, + 0.022538645192980766 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -1.3137273788452148 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901620864868164 + ], + "opposite_logprob_tokens": [ + -2.5790162086486816 + ], + "logprob_reward": -0.07901620864868164, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901620864868164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46571823954582214, + 0.1038302406668663, + 0.06796081364154816, + 0.04594764858484268, + 0.04069956764578819, + 0.06132823973894119, + 0.06635230034589767, + 0.07944051921367645, + 0.03601286560297012, + 0.03270959109067917 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07901620864868164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019451522966846824 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019451522966846824, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019451522966846824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7175354361534119, + 0.039517469704151154, + 0.06712125241756439, + 0.0560273639857769, + 0.032575417309999466, + 0.02133857272565365, + 0.013522789813578129, + 0.026209097355604172, + 0.008673722855746746, + 0.017478905618190765 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0019451522966846824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786011651158333 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786011651158333, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786011651158333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46769067645072937, + 0.06014075130224228, + 0.0646180659532547, + 0.10592151433229446, + 0.07911091297864914, + 0.03408770635724068, + 0.03247181326150894, + 0.048173513263463974, + 0.03476337343454361, + 0.07302170246839523 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.009786011651158333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866386204957962 + ], + "opposite_logprob_tokens": [ + -3.048663854598999 + ], + "logprob_reward": -0.04866386204957962, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866386204957962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.507457971572876, + 0.060504041612148285, + 0.03770706430077553, + 0.03114910237491131, + 0.04679781198501587, + 0.0291832834482193, + 0.07485304772853851, + 0.06630919873714447, + 0.03958825767040253, + 0.10645008087158203 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.04866386204957962 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera slowly zooms in from a vast, distant perspective, capturing a vast expanse of gray Gobi desert from a slightly upward angle. Cast by the slanting shadows of a pale sunset, the earth cracks, and sparse, withered grass shivers in the biting wind. The camera's focus finally settles on the sole centerpiece of this dead world: a weathered, ancient boulder, etched and furrowed with erosion, a natural altar. Atop this platform, an M4A1 assault rifle rests solemnly horizontally. Its cool, matte black metal frame blends seamlessly with the gray and yellow tones of its surroundings, yet stands out sharply due to the intricately engraved patterns. From the stock to the handguard, an intricate, ornate pink rose vine entwines itself. The delicate texture and soft pink hue of each petal bloom against the cold steel, imbuing it with an eerie and poignant vitality. A strong wind whistled past, sweeping up the dust on the ground, forming flowing curtains of pale yellow sand. The fine sand gently brushed against the gun body and the rose carving, as if performing a silent wipe and worship, and was then carried away by the wind. The whole scene was filled with a grand and lonely atmosphere of commemoration for steel, beauty and killing.", + "seed": 3303, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_13/index_2035_seed_3303_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04451941716251895, + "vlm_logprob": -0.04451941716251895, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.04451941716251895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1434468775987625 + ], + "opposite_logprob_tokens": [ + -2.018446922302246 + ], + "logprob_reward": -0.1434468775987625, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1434468775987625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3020766079425812, + 0.07381074875593185, + 0.10663200914859772, + 0.10341305285692215, + 0.12619657814502716, + 0.10878223925828934, + 0.026936370879411697, + 0.025412432849407196, + 0.06737545877695084, + 0.05936458334326744 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.1434468775987625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965466260910034 + ], + "opposite_logprob_tokens": [ + -2.9299654960632324 + ], + "logprob_reward": -0.054965466260910034, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965466260910034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7418049573898315, + 0.12784267961978912, + 0.026804855093359947, + 0.01923445239663124, + 0.02660970576107502, + 0.01557300053536892, + 0.01086968369781971, + 0.005221761763095856, + 0.021548183634877205, + 0.004490675404667854 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.054965466260910034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004959068610332906 + ], + "opposite_logprob_tokens": [ + -7.625495910644531 + ], + "logprob_reward": -0.0004959068610332906, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004959068610332906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4961499571800232, + 0.044445671141147614, + 0.08546280860900879, + 0.13721667230129242, + 0.10410931706428528, + 0.028071006760001183, + 0.04333134740591049, + 0.013215961866080761, + 0.024251891300082207, + 0.023745432496070862 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0004959068610332906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3208291530609131, + 0.07028837502002716, + 0.042462024837732315, + 0.05110074207186699, + 0.13086850941181183, + 0.17155399918556213, + 0.03986145183444023, + 0.05337637662887573, + 0.09015130251646042, + 0.029508089646697044 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.007624690420925617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow zoom-in from a vast, distant perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gray Gobi desert with sparse, withered grass and cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a weathered, ancient boulder with erosion patterns serving as a platform for an M4A1 assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the M4A1 rifle decorated with an intricate, ornate pink rose vine entwining from the stock to the handguard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there flowing curtains of pale yellow sand being swept by wind and brushing against the gun and rose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064144670963287 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064144670963287, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064144670963287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42381763458251953, + 0.16243772208690643, + 0.05223210155963898, + 0.06027897819876671, + 0.08637592196464539, + 0.05528781935572624, + 0.05261444300413132, + 0.04574259743094444, + 0.0236931424587965, + 0.03751964494585991 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.016064144670963287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_tensor([5272, 5272])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_tensor([5272, 5272])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..32f57f0503a840b59e5508ac209b994f4982fdca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_tensor([5272, 5272])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "As the image slowly fades from pure black, a static, horizontal close-up captures a single, fresh, emerald green bamboo branch suspended in the morning mist deep within a bamboo forest. The branch's smooth, resilient surface is adorned with shimmering, plump dewdrops, each like a tiny diamond, refracting a hazy glow in the soft, diffused light filtering through the forest mist. The blurred, out-of-focus, layered, deep green bamboo forest forms a backdrop, creating a shallow depth of field that focuses the entire visual field on the single branch. In a barely perceptible breeze, the branch begins a gentle, rhythmic sway, tilting slowly to one side, pausing briefly at the apex of its movement before swinging gracefully and steadily back to the other side. The entire process resembles the gentle breathing of a dormant being, imbued with an inner rhythm. As the bamboo branches sway, dewdrops clinging to the edges of the leaves gently sway, occasionally sliding silently down the curved edge of the leaf tip, adding a touch of dynamic vitality to this extremely tranquil scene. The entire scene is enveloped in a fresh, natural cool color scheme, conveying an atmosphere of tranquility, concentration, and Zen. Finally, at the moment when the bamboo branches reach their highest point, the picture slowly fades to pure black again, completing a complete visual breath.", + "seed": 28227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_5272_seed_28227_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2753618985414505, + "vlm_logprob": -0.2753618985414505, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.2753618985414505, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027898073196411133 + ], + "opposite_logprob_tokens": [ + -3.652898073196411 + ], + "logprob_reward": -0.027898073196411133, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027898073196411133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05821248143911362, + 0.08618380129337311, + 0.04783230647444725, + 0.17708703875541687, + 0.022509710863232613, + 0.06796783208847046, + 0.02560158260166645, + 0.0298437662422657, + 0.0490807443857193, + 0.4356807768344879 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.027898073196411133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005316019058228 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005316019058228, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005316019058228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06187041848897934, + 0.09087556600570679, + 0.04815560206770897, + 0.513412594795227, + 0.026868026703596115, + 0.025951169431209564, + 0.024095341563224792, + 0.0356464609503746, + 0.03460516780614853, + 0.13851968944072723 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.07005316019058228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899065315723419 + ], + "opposite_logprob_tokens": [ + -2.5789906978607178 + ], + "logprob_reward": -0.07899065315723419, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899065315723419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0725644901394844, + 0.12781980633735657, + 0.07436306029558182, + 0.0461292564868927, + 0.036500632762908936, + 0.03809318691492081, + 0.04666288569569588, + 0.032407816499471664, + 0.08689813315868378, + 0.43856072425842285 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.07899065315723419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559577226638794 + ], + "opposite_logprob_tokens": [ + -1.6005957126617432 + ], + "logprob_reward": -0.22559577226638794, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559577226638794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04522223770618439, + 0.0636921301484108, + 0.04897795245051384, + 0.46640369296073914, + 0.029300428926944733, + 0.0680394321680069, + 0.02628280408680439, + 0.024671752005815506, + 0.028621910139918327, + 0.19878773391246796 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.22559577226638794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974271833896637 + ], + "opposite_logprob_tokens": [ + -0.47427183389663696 + ], + "logprob_reward": -0.974271833896637, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974271833896637, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05840418487787247, + 0.0618988573551178, + 0.09464678913354874, + 0.055465105921030045, + 0.0663074180483818, + 0.2182862013578415, + 0.06181492656469345, + 0.06503953039646149, + 0.07362337410449982, + 0.2445136457681656 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.974271833896637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "As the image slowly fades from pure black, a static, horizontal close-up captures a single, fresh, emerald green bamboo branch suspended in the morning mist deep within a bamboo forest. The branch's smooth, resilient surface is adorned with shimmering, plump dewdrops, each like a tiny diamond, refracting a hazy glow in the soft, diffused light filtering through the forest mist. The blurred, out-of-focus, layered, deep green bamboo forest forms a backdrop, creating a shallow depth of field that focuses the entire visual field on the single branch. In a barely perceptible breeze, the branch begins a gentle, rhythmic sway, tilting slowly to one side, pausing briefly at the apex of its movement before swinging gracefully and steadily back to the other side. The entire process resembles the gentle breathing of a dormant being, imbued with an inner rhythm. As the bamboo branches sway, dewdrops clinging to the edges of the leaves gently sway, occasionally sliding silently down the curved edge of the leaf tip, adding a touch of dynamic vitality to this extremely tranquil scene. The entire scene is enveloped in a fresh, natural cool color scheme, conveying an atmosphere of tranquility, concentration, and Zen. Finally, at the moment when the bamboo branches reach their highest point, the picture slowly fades to pure black again, completing a complete visual breath.", + "seed": 28228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_5272_seed_28228_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5454258888959884, + "vlm_logprob": -0.5454258888959884, + "vlm_yes_no_margin": 0.925, + "vlm_token_credit": -0.5454258888959884, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25477948784828186 + ], + "opposite_logprob_tokens": [ + -1.5047794580459595 + ], + "logprob_reward": -0.25477948784828186, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25477948784828186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.827450156211853, + 0.02026110328733921, + 0.025543173775076866, + 0.01674599200487137, + 0.023371757939457893, + 0.02143348567187786, + 0.019612744450569153, + 0.00638399226590991, + 0.005160168278962374, + 0.03403743356466293 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.25477948784828186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813801169395447 + ], + "opposite_logprob_tokens": [ + -1.4063801765441895 + ], + "logprob_reward": -0.2813801169395447, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813801169395447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7319969534873962, + 0.02337873913347721, + 0.03656109422445297, + 0.04877794533967972, + 0.050995782017707825, + 0.02679331600666046, + 0.012281600385904312, + 0.02378472499549389, + 0.01008848287165165, + 0.03534133359789848 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.2813801169395447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901929318904877 + ], + "opposite_logprob_tokens": [ + -2.57901930809021 + ], + "logprob_reward": -0.07901929318904877, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901929318904877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8442086577415466, + 0.008914332836866379, + 0.012467279098927975, + 0.024344470351934433, + 0.014042247086763382, + 0.03425939753651619, + 0.0059661115519702435, + 0.014339623041450977, + 0.009703211486339569, + 0.03175461292266846 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.07901929318904877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159557461738586 + ], + "opposite_logprob_tokens": [ + -1.7015955448150635 + ], + "logprob_reward": -0.20159557461738586, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159557461738586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6331052184104919, + 0.014804136008024216, + 0.04920189827680588, + 0.07993245124816895, + 0.08479099720716476, + 0.07681503891944885, + 0.009973505511879921, + 0.023278802633285522, + 0.008433293551206589, + 0.01966465264558792 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.20159557461738586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103549718856812 + ], + "opposite_logprob_tokens": [ + -0.16035500168800354 + ], + "logprob_reward": -1.9103549718856812, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103549718856812, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.292044460773468, + 0.07431767135858536, + 0.10609293729066849, + 0.14853426814079285, + 0.05447244271636009, + 0.22588343918323517, + 0.022645849734544754, + 0.014857064932584763, + 0.011512652970850468, + 0.04963923618197441 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -1.9103549718856812 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "As the image slowly fades from pure black, a static, horizontal close-up captures a single, fresh, emerald green bamboo branch suspended in the morning mist deep within a bamboo forest. The branch's smooth, resilient surface is adorned with shimmering, plump dewdrops, each like a tiny diamond, refracting a hazy glow in the soft, diffused light filtering through the forest mist. The blurred, out-of-focus, layered, deep green bamboo forest forms a backdrop, creating a shallow depth of field that focuses the entire visual field on the single branch. In a barely perceptible breeze, the branch begins a gentle, rhythmic sway, tilting slowly to one side, pausing briefly at the apex of its movement before swinging gracefully and steadily back to the other side. The entire process resembles the gentle breathing of a dormant being, imbued with an inner rhythm. As the bamboo branches sway, dewdrops clinging to the edges of the leaves gently sway, occasionally sliding silently down the curved edge of the leaf tip, adding a touch of dynamic vitality to this extremely tranquil scene. The entire scene is enveloped in a fresh, natural cool color scheme, conveying an atmosphere of tranquility, concentration, and Zen. Finally, at the moment when the bamboo branches reach their highest point, the picture slowly fades to pure black again, completing a complete visual breath.", + "seed": 28229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_5272_seed_28229_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21406887504272162, + "vlm_logprob": -0.21406887504272162, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.21406887504272162, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009362364187836647 + ], + "opposite_logprob_tokens": [ + -4.88436222076416 + ], + "logprob_reward": -0.009362364187836647, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009362364187836647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2029493749141693, + 0.07799433916807175, + 0.16017954051494598, + 0.09111294895410538, + 0.11707836389541626, + 0.08948417007923126, + 0.07077055424451828, + 0.06157348304986954, + 0.07965704798698425, + 0.0492001548409462 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.009362364187836647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024984830524772406 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.0024984830524772406, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024984830524772406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39867112040519714, + 0.030773723497986794, + 0.06310778111219406, + 0.04469094052910805, + 0.03299913927912712, + 0.3349526822566986, + 0.017240000888705254, + 0.012187332846224308, + 0.04011245444417, + 0.025264859199523926 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0024984830524772406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201881363987923 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201881363987923, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201881363987923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19429199397563934, + 0.10803897678852081, + 0.07037677615880966, + 0.0430404357612133, + 0.13651449978351593, + 0.1133706122636795, + 0.09593527764081955, + 0.0356564074754715, + 0.14848527312278748, + 0.05428977310657501 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.014201881363987923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3542118966579437, + 0.05481640249490738, + 0.02694961614906788, + 0.08216455578804016, + 0.09425162523984909, + 0.13948780298233032, + 0.027318043634295464, + 0.03126607835292816, + 0.14130817353725433, + 0.048225853592157364 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742660522460938 + ], + "opposite_logprob_tokens": [ + -0.47426605224609375 + ], + "logprob_reward": -0.9742660522460938, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742660522460938, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21247415244579315, + 0.09683807939291, + 0.070045106112957, + 0.03300371766090393, + 0.18179522454738617, + 0.08493833988904953, + 0.05901117995381355, + 0.08452158421278, + 0.08209371566772461, + 0.09527886658906937 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.9742660522460938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "As the image slowly fades from pure black, a static, horizontal close-up captures a single, fresh, emerald green bamboo branch suspended in the morning mist deep within a bamboo forest. The branch's smooth, resilient surface is adorned with shimmering, plump dewdrops, each like a tiny diamond, refracting a hazy glow in the soft, diffused light filtering through the forest mist. The blurred, out-of-focus, layered, deep green bamboo forest forms a backdrop, creating a shallow depth of field that focuses the entire visual field on the single branch. In a barely perceptible breeze, the branch begins a gentle, rhythmic sway, tilting slowly to one side, pausing briefly at the apex of its movement before swinging gracefully and steadily back to the other side. The entire process resembles the gentle breathing of a dormant being, imbued with an inner rhythm. As the bamboo branches sway, dewdrops clinging to the edges of the leaves gently sway, occasionally sliding silently down the curved edge of the leaf tip, adding a touch of dynamic vitality to this extremely tranquil scene. The entire scene is enveloped in a fresh, natural cool color scheme, conveying an atmosphere of tranquility, concentration, and Zen. Finally, at the moment when the bamboo branches reach their highest point, the picture slowly fades to pure black again, completing a complete visual breath.", + "seed": 28230, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_14/index_5272_seed_28230_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34775294438004495, + "vlm_logprob": -0.34775294438004495, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.34775294438004495, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020421136170625687 + ], + "opposite_logprob_tokens": [ + -4.020421028137207 + ], + "logprob_reward": -0.020421136170625687, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020421136170625687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11727769672870636, + 0.1994556039571762, + 0.06449421495199203, + 0.0717388167977333, + 0.04374672472476959, + 0.21374961733818054, + 0.03923072665929794, + 0.06031489744782448, + 0.1173761859536171, + 0.07261556386947632 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.020421136170625687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005804777145386 + ], + "opposite_logprob_tokens": [ + -2.6950581073760986 + ], + "logprob_reward": -0.07005804777145386, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005804777145386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14285120368003845, + 0.2808198034763336, + 0.048644449561834335, + 0.049648888409137726, + 0.021016741171479225, + 0.0903036892414093, + 0.03279096260666847, + 0.03573091700673103, + 0.05369117856025696, + 0.24450212717056274 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07005804777145386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205803155899048 + ], + "opposite_logprob_tokens": [ + -2.8120579719543457 + ], + "logprob_reward": -0.06205803155899048, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205803155899048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09886887669563293, + 0.1730264276266098, + 0.02381213754415512, + 0.04630809649825096, + 0.029159441590309143, + 0.1481856405735016, + 0.030590880662202835, + 0.051600340753793716, + 0.05648242309689522, + 0.3419656753540039 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.06205803155899048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799059808254242 + ], + "opposite_logprob_tokens": [ + -1.8049060106277466 + ], + "logprob_reward": -0.1799059808254242, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799059808254242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280352920293808, + 0.28686824440956116, + 0.07747796922922134, + 0.0651392862200737, + 0.06359710544347763, + 0.12330860644578934, + 0.0499851368367672, + 0.08574511855840683, + 0.04408731311559677, + 0.07575587928295135 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1799059808254242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, fresh, emerald green bamboo branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo leaves adorned with shimmering, plump dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the branch exhibit a gentle, rhythmic sway, tilting to one side, pausing, and swinging back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do some dewdrops slide silently down the curved edge of the leaf tips during the sway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin by fading from pure black and end by fading to pure black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063215255737305 + ], + "opposite_logprob_tokens": [ + -0.28132152557373047 + ], + "logprob_reward": -1.4063215255737305, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063215255737305, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14668719470500946, + 0.16202428936958313, + 0.041096918284893036, + 0.014259297400712967, + 0.013411899097263813, + 0.07330361753702164, + 0.03618636354804039, + 0.057386111468076706, + 0.023329803720116615, + 0.43231451511383057 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -1.4063215255737305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_tensor([9703, 9703])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_tensor([9703, 9703])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0a86cb73cab0796d872a1d3b7638298fac35685c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_tensor([9703, 9703])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, intimate close-up portrait depicts a woman with long, soft brown hair that flows gently over her shoulders. She faces the camera directly, her face illuminated as the focal point, while the background is completely dark and featureless. The light is remarkably soft and even, characteristic of a professional studio setting, enveloping her facial features, eliminating harsh shadows, and highlighting the smooth texture of her skin. She wears a simple white top, the fabric appearing soft and unadorned. Her expression is a complex blend of seriousness and serenity; while her forehead and eyes convey deep, focused concentration, the corners of her mouth are raised in a very slight, enigmatic smile. Her gaze is steady, just off-camera, giving the impression that she is listening intently or immersed in deep thought, creating an atmosphere of calm, tranquility, and profound contemplation that captures the viewer's attention.", + "seed": 26618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_9703_seed_26618_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.45282980902120473, + "vlm_logprob": -0.45282980902120473, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.45282980902120473, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008216104470193386 + ], + "opposite_logprob_tokens": [ + -7.750821590423584 + ], + "logprob_reward": -0.0008216104470193386, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0008216104470193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16363531351089478, + 0.041913434863090515, + 0.028609786182641983, + 0.05442288517951965, + 0.09872189909219742, + 0.03258701041340828, + 0.17815080285072327, + 0.1741354614496231, + 0.20389005541801453, + 0.02393333613872528 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.0008216104470193386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960665177553892 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960665177553892, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960665177553892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3615477383136749, + 0.1315879374742508, + 0.030584264546632767, + 0.057615362107753754, + 0.06380119174718857, + 0.08819500356912613, + 0.048238445073366165, + 0.05351927876472473, + 0.07308336347341537, + 0.0918274000287056 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005960665177553892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379021644592285 + ], + "opposite_logprob_tokens": [ + -0.1129022091627121 + ], + "logprob_reward": -2.2379021644592285, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379021644592285, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28572016954421997, + 0.19522830843925476, + 0.12769043445587158, + 0.09933775663375854, + 0.060105111449956894, + 0.029022540897130966, + 0.056330274790525436, + 0.04990345239639282, + 0.03908093646168709, + 0.05758100748062134 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.2379021644592285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526660168543458 + ], + "opposite_logprob_tokens": [ + -5.2552666664123535 + ], + "logprob_reward": -0.00526660168543458, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526660168543458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33081650733947754, + 0.18218280375003815, + 0.11181318759918213, + 0.09515590220689774, + 0.09505333006381989, + 0.017677247524261475, + 0.02012234926223755, + 0.044552117586135864, + 0.04922419786453247, + 0.053402312099933624 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00526660168543458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198003336787224 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014198003336787224, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198003336787224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2192082703113556, + 0.13581779599189758, + 0.104112908244133, + 0.0985771045088768, + 0.18188370764255524, + 0.06510834395885468, + 0.031071018427610397, + 0.033086083829402924, + 0.06496168673038483, + 0.06617308408021927 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014198003336787224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up portrait depicts a woman with long, soft brown hair that flows gently over her shoulders. She faces the camera directly, her face illuminated as the focal point, while the background is completely dark and featureless. The light is remarkably soft and even, characteristic of a professional studio setting, enveloping her facial features, eliminating harsh shadows, and highlighting the smooth texture of her skin. She wears a simple white top, the fabric appearing soft and unadorned. Her expression is a complex blend of seriousness and serenity; while her forehead and eyes convey deep, focused concentration, the corners of her mouth are raised in a very slight, enigmatic smile. Her gaze is steady, just off-camera, giving the impression that she is listening intently or immersed in deep thought, creating an atmosphere of calm, tranquility, and profound contemplation that captures the viewer's attention.", + "seed": 26619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_9703_seed_26619_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15812588320113719, + "vlm_logprob": -0.15812588320113719, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.15812588320113719, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010222929995507002 + ], + "opposite_logprob_tokens": [ + -7.3760223388671875 + ], + "logprob_reward": -0.0010222929995507002, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0010222929995507002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4577508568763733, + 0.06266544759273529, + 0.05307859182357788, + 0.15913160145282745, + 0.03300962224602699, + 0.029807336628437042, + 0.04410955682396889, + 0.029225170612335205, + 0.0686446949839592, + 0.06257718801498413 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0010222929995507002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085024923086166 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085024923086166, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085024923086166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34883636236190796, + 0.12173661589622498, + 0.07866861671209335, + 0.09156258404254913, + 0.06047157570719719, + 0.05795641243457794, + 0.0521458201110363, + 0.12012063711881638, + 0.03163867071270943, + 0.036862652748823166 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016085024923086166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578069567680359 + ], + "opposite_logprob_tokens": [ + -0.6328069567680359 + ], + "logprob_reward": -0.7578069567680359, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578069567680359, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26505038142204285, + 0.19175536930561066, + 0.21948601305484772, + 0.0745692104101181, + 0.12229275703430176, + 0.03068319521844387, + 0.019083652645349503, + 0.021167851984500885, + 0.020467808470129967, + 0.0354437492787838 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.7578069567680359 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463957479223609 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.00463957479223609, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463957479223609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2852366864681244, + 0.13678677380084991, + 0.12614765763282776, + 0.10742292553186417, + 0.11493168026208878, + 0.03237910941243172, + 0.037342317402362823, + 0.04942087084054947, + 0.05258125439286232, + 0.05775073170661926 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00463957479223609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1994686871767044, + 0.1565752923488617, + 0.11945313960313797, + 0.16144250333309174, + 0.07634986191987991, + 0.06872495263814926, + 0.05339454859495163, + 0.05923880264163017, + 0.0322130024433136, + 0.07313916832208633 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01107556652277708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up portrait depicts a woman with long, soft brown hair that flows gently over her shoulders. She faces the camera directly, her face illuminated as the focal point, while the background is completely dark and featureless. The light is remarkably soft and even, characteristic of a professional studio setting, enveloping her facial features, eliminating harsh shadows, and highlighting the smooth texture of her skin. She wears a simple white top, the fabric appearing soft and unadorned. Her expression is a complex blend of seriousness and serenity; while her forehead and eyes convey deep, focused concentration, the corners of her mouth are raised in a very slight, enigmatic smile. Her gaze is steady, just off-camera, giving the impression that she is listening intently or immersed in deep thought, creating an atmosphere of calm, tranquility, and profound contemplation that captures the viewer's attention.", + "seed": 26620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_9703_seed_26620_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.45846207563299685, + "vlm_logprob": -0.45846207563299685, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.45846207563299685, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012493670219555497 + ], + "opposite_logprob_tokens": [ + -7.126249313354492 + ], + "logprob_reward": -0.0012493670219555497, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0012493670219555497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14105749130249023, + 0.09940824657678604, + 0.0827849805355072, + 0.019694557413458824, + 0.05495687946677208, + 0.037021294236183167, + 0.1784283071756363, + 0.15318185091018677, + 0.05104783922433853, + 0.18241852521896362 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0012493670219555497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368710696697235, + 0.0849018543958664, + 0.047589242458343506, + 0.04369328171014786, + 0.18332652747631073, + 0.056024227291345596, + 0.10668808221817017, + 0.08755316585302353, + 0.11577988415956497, + 0.13757257163524628 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379162311553955 + ], + "opposite_logprob_tokens": [ + -0.11291626840829849 + ], + "logprob_reward": -2.2379162311553955, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379162311553955, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39047083258628845, + 0.15724264085292816, + 0.10825932025909424, + 0.014524989761412144, + 0.05024583637714386, + 0.026661215350031853, + 0.06353820860385895, + 0.026460325345396996, + 0.03228338435292244, + 0.1303132176399231 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -2.2379162311553955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012574201449751854 + ], + "opposite_logprob_tokens": [ + -4.387574195861816 + ], + "logprob_reward": -0.012574201449751854, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012574201449751854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38377681374549866, + 0.20990557968616486, + 0.13769353926181793, + 0.014744075946509838, + 0.03210859000682831, + 0.030244503170251846, + 0.06415292620658875, + 0.044381286948919296, + 0.05426981300115585, + 0.02872295118868351 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012574201449751854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636094018816948 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636094018816948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636094018816948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20887573063373566, + 0.07904060930013657, + 0.049420785158872604, + 0.016813362017273903, + 0.04983110725879669, + 0.029836323112249374, + 0.06910955905914307, + 0.052822865545749664, + 0.06785602867603302, + 0.3763936161994934 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02636094018816948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up portrait depicts a woman with long, soft brown hair that flows gently over her shoulders. She faces the camera directly, her face illuminated as the focal point, while the background is completely dark and featureless. The light is remarkably soft and even, characteristic of a professional studio setting, enveloping her facial features, eliminating harsh shadows, and highlighting the smooth texture of her skin. She wears a simple white top, the fabric appearing soft and unadorned. Her expression is a complex blend of seriousness and serenity; while her forehead and eyes convey deep, focused concentration, the corners of her mouth are raised in a very slight, enigmatic smile. Her gaze is steady, just off-camera, giving the impression that she is listening intently or immersed in deep thought, creating an atmosphere of calm, tranquility, and profound contemplation that captures the viewer's attention.", + "seed": 26621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_15/index_9703_seed_26621_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2750417531700805, + "vlm_logprob": -0.2750417531700805, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.2750417531700805, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001901724492199719 + ], + "opposite_logprob_tokens": [ + -6.751901626586914 + ], + "logprob_reward": -0.001901724492199719, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001901724492199719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11648810654878616, + 0.16637347638607025, + 0.04096325486898422, + 0.032453183084726334, + 0.24894598126411438, + 0.035465266555547714, + 0.047320228070020676, + 0.24729569256305695, + 0.04001828655600548, + 0.024676498025655746 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.001901724492199719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823778197169304 + ], + "opposite_logprob_tokens": [ + -3.5298237800598145 + ], + "logprob_reward": -0.029823778197169304, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823778197169304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13687816262245178, + 0.30218058824539185, + 0.04106017202138901, + 0.026522785425186157, + 0.02827051654458046, + 0.070771723985672, + 0.013778830878436565, + 0.29769599437713623, + 0.039001721888780594, + 0.04383944347500801 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.029823778197169304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313447117805481 + ], + "opposite_logprob_tokens": [ + -0.31344708800315857 + ], + "logprob_reward": -1.313447117805481, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313447117805481, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11885450780391693, + 0.06938958168029785, + 0.05428152531385422, + 0.03320610523223877, + 0.3067496418952942, + 0.25543075799942017, + 0.01958879455924034, + 0.058841273188591, + 0.026728758588433266, + 0.05692901834845543 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -1.313447117805481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12609241902828217, + 0.1219128668308258, + 0.028757909312844276, + 0.02265816740691662, + 0.20677314698696136, + 0.10241881757974625, + 0.06001730263233185, + 0.21323297917842865, + 0.074445441365242, + 0.04369092732667923 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.006743411999195814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, intimate close-up portrait of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long, soft brown hair flowing over her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background completely dark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting soft and even, eliminating harsh shadows on the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman wear a simple white top and display a slight, enigmatic smile?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329273335635662 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.02329273335635662, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329273335635662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10071142017841339, + 0.1053863987326622, + 0.05833512544631958, + 0.03630836680531502, + 0.15283039212226868, + 0.03603510931134224, + 0.0682561993598938, + 0.3348582088947296, + 0.038547080010175705, + 0.06873169541358948 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.02329273335635662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_tensor([3732, 3732])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_tensor([3732, 3732])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6b85d84d9ea3966bccc74892e7154b05b6ae9096 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_tensor([3732, 3732])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In vibrant and colorful Pixar style, a dynamic low-angle shot begins near the summit of snow-capped Candy Mountain, sweeping upward in the wake of a joyful eruption. From a summit comprised of dark chocolate cliffs and soft powdered sugar slopes, a joyful mass of Alpine candies, dusted with powdered sugar, is propelled into the bright blue sky. The camera follows their joyful ascent in a smooth, sweeping arc. These features—a mix of friendly bear and pine tree forms in cherry red, lemon yellow, and lime green—have a soft, friendly texture. A fine layer of crystal sugar coating coats their forms, shimmering in direct sunlight. As they playfully swirl and tumble through the air, their translucent bodies display beautiful subsurface scattering, emitting a warm glow from within. As they ascend into the flawless, vibrant blue sky, their faces are filled with pure joy, eyes wide and smiles broad, creating an atmosphere of immense joy and vitality.", + "seed": 33259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_3732_seed_33259_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.641229160130024, + "vlm_logprob": -0.641229160130024, + "vlm_yes_no_margin": 0.6, + "vlm_token_credit": -0.641229160130024, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5023095607757568 + ], + "opposite_logprob_tokens": [ + -0.2523096203804016 + ], + "logprob_reward": -1.5023095607757568, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5023095607757568, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.35046419501304626, + 0.06906504929065704, + 0.11448782682418823, + 0.08903615921735764, + 0.025057701393961906, + 0.05079614743590355, + 0.11262200027704239, + 0.042156558483839035, + 0.03840968385338783, + 0.10790468007326126 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -1.5023095607757568 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890762135386467 + ], + "opposite_logprob_tokens": [ + -2.464076280593872 + ], + "logprob_reward": -0.0890762135386467, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890762135386467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09345231205224991, + 0.05278681591153145, + 0.0710410475730896, + 0.13167531788349152, + 0.08796483278274536, + 0.08047641813755035, + 0.1535460203886032, + 0.06930255889892578, + 0.18128490447998047, + 0.07846979796886444 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.0890762135386467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255919724702835 + ], + "opposite_logprob_tokens": [ + -1.600592017173767 + ], + "logprob_reward": -0.2255919724702835, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255919724702835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38161328434944153, + 0.06255849450826645, + 0.061824824661016464, + 0.04964679479598999, + 0.037907738238573074, + 0.03143556788563728, + 0.0929742157459259, + 0.02963133156299591, + 0.12028917670249939, + 0.1321185827255249 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.2255919724702835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370128393173218 + ], + "opposite_logprob_tokens": [ + -0.38701286911964417 + ], + "logprob_reward": -1.1370128393173218, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370128393173218, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4510025978088379, + 0.09685801714658737, + 0.0665493756532669, + 0.09014371037483215, + 0.07091722637414932, + 0.033210091292858124, + 0.04781845211982727, + 0.03015698306262493, + 0.047869935631752014, + 0.06547355651855469 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.1370128393173218 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25215521454811096 + ], + "opposite_logprob_tokens": [ + -1.5021551847457886 + ], + "logprob_reward": -0.25215521454811096, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25215521454811096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26430439949035645, + 0.046552058309316635, + 0.0955863744020462, + 0.10523059964179993, + 0.09217572212219238, + 0.08374025672674179, + 0.0480450764298439, + 0.10294266790151596, + 0.055178701877593994, + 0.10624412447214127 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.25215521454811096 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In vibrant and colorful Pixar style, a dynamic low-angle shot begins near the summit of snow-capped Candy Mountain, sweeping upward in the wake of a joyful eruption. From a summit comprised of dark chocolate cliffs and soft powdered sugar slopes, a joyful mass of Alpine candies, dusted with powdered sugar, is propelled into the bright blue sky. The camera follows their joyful ascent in a smooth, sweeping arc. These features—a mix of friendly bear and pine tree forms in cherry red, lemon yellow, and lime green—have a soft, friendly texture. A fine layer of crystal sugar coating coats their forms, shimmering in direct sunlight. As they playfully swirl and tumble through the air, their translucent bodies display beautiful subsurface scattering, emitting a warm glow from within. As they ascend into the flawless, vibrant blue sky, their faces are filled with pure joy, eyes wide and smiles broad, creating an atmosphere of immense joy and vitality.", + "seed": 33260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_3732_seed_33260_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7168755739927292, + "vlm_logprob": -0.7168755739927292, + "vlm_yes_no_margin": 0.325, + "vlm_token_credit": -0.7168755739927292, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8051609992980957 + ], + "opposite_logprob_tokens": [ + -0.1801609843969345 + ], + "logprob_reward": -1.8051609992980957, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8051609992980957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20675121247768402, + 0.18693478405475616, + 0.04828344285488129, + 0.10196810215711594, + 0.0626918226480484, + 0.14504674077033997, + 0.09467693418264389, + 0.03699700906872749, + 0.07015302032232285, + 0.0464969128370285 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.8051609992980957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31347715854644775 + ], + "opposite_logprob_tokens": [ + -1.3134771585464478 + ], + "logprob_reward": -0.31347715854644775, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31347715854644775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1240842193365097, + 0.13242417573928833, + 0.08543752133846283, + 0.06210890784859657, + 0.10949651896953583, + 0.15219727158546448, + 0.09596958011388779, + 0.09276685118675232, + 0.05371091887354851, + 0.09180401265621185 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.31347715854644775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486485779285431 + ], + "opposite_logprob_tokens": [ + -1.2236485481262207 + ], + "logprob_reward": -0.3486485779285431, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486485779285431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26849162578582764, + 0.17921584844589233, + 0.05824057757854462, + 0.09838991612195969, + 0.06251776218414307, + 0.0802156999707222, + 0.10259765386581421, + 0.058164484798908234, + 0.044154271483421326, + 0.04801215976476669 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.3486485779285431 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974240243434906 + ], + "opposite_logprob_tokens": [ + -0.474240243434906 + ], + "logprob_reward": -0.974240243434906, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974240243434906, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10380414873361588, + 0.11351696401834488, + 0.2477165162563324, + 0.07770802825689316, + 0.0888068899512291, + 0.08132106810808182, + 0.08396323025226593, + 0.06067439541220665, + 0.030197972431778908, + 0.11229081451892853 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.974240243434906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285089075565338 + ], + "opposite_logprob_tokens": [ + -2.017850875854492 + ], + "logprob_reward": -0.14285089075565338, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285089075565338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22183334827423096, + 0.08154609054327011, + 0.11156170815229416, + 0.08911996334791183, + 0.12179554998874664, + 0.09339500218629837, + 0.13821007311344147, + 0.03783641383051872, + 0.03967747837305069, + 0.06502435356378555 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.14285089075565338 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In vibrant and colorful Pixar style, a dynamic low-angle shot begins near the summit of snow-capped Candy Mountain, sweeping upward in the wake of a joyful eruption. From a summit comprised of dark chocolate cliffs and soft powdered sugar slopes, a joyful mass of Alpine candies, dusted with powdered sugar, is propelled into the bright blue sky. The camera follows their joyful ascent in a smooth, sweeping arc. These features—a mix of friendly bear and pine tree forms in cherry red, lemon yellow, and lime green—have a soft, friendly texture. A fine layer of crystal sugar coating coats their forms, shimmering in direct sunlight. As they playfully swirl and tumble through the air, their translucent bodies display beautiful subsurface scattering, emitting a warm glow from within. As they ascend into the flawless, vibrant blue sky, their faces are filled with pure joy, eyes wide and smiles broad, creating an atmosphere of immense joy and vitality.", + "seed": 33261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_3732_seed_33261_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.8961587220430374, + "vlm_logprob": -0.8961587220430374, + "vlm_yes_no_margin": 0.1249999761581421, + "vlm_token_credit": -0.8961587220430374, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6009482145309448 + ], + "opposite_logprob_tokens": [ + -0.22594818472862244 + ], + "logprob_reward": -1.6009482145309448, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6009482145309448, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6135446429252625, + 0.05391664057970047, + 0.04130997508764267, + 0.0185317974537611, + 0.05895233899354935, + 0.02565889060497284, + 0.020804094150662422, + 0.02869156375527382, + 0.019116941839456558, + 0.11947309970855713 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -1.6009482145309448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297653615474701 + ], + "opposite_logprob_tokens": [ + -2.237976551055908 + ], + "logprob_reward": -0.11297653615474701, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297653615474701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16516683995723724, + 0.08181461691856384, + 0.05379055067896843, + 0.0773925706744194, + 0.11430968344211578, + 0.09924940764904022, + 0.25767946243286133, + 0.043244972825050354, + 0.04284899681806564, + 0.06450296193361282 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.11297653615474701 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233595371246338 + ], + "opposite_logprob_tokens": [ + -0.8983595371246338 + ], + "logprob_reward": -0.5233595371246338, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233595371246338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31587672233581543, + 0.09081818908452988, + 0.07762914150953293, + 0.0491148866713047, + 0.054307397454977036, + 0.04701749235391617, + 0.062267452478408813, + 0.09035483747720718, + 0.06986597925424576, + 0.1427479088306427 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.5233595371246338 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.017767906188965 + ], + "opposite_logprob_tokens": [ + -0.1427678018808365 + ], + "logprob_reward": -2.017767906188965, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.017767906188965, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19989687204360962, + 0.10444677621126175, + 0.07975643873214722, + 0.20687198638916016, + 0.08490955084562302, + 0.04283403605222702, + 0.0666176974773407, + 0.05072685703635216, + 0.04830210283398628, + 0.11563762277364731 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -2.017767906188965 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2257414162158966 + ], + "opposite_logprob_tokens": [ + -1.6007413864135742 + ], + "logprob_reward": -0.2257414162158966, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2257414162158966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1925305724143982, + 0.11824344098567963, + 0.07819821685552597, + 0.11127930879592896, + 0.06651268154382706, + 0.07431857287883759, + 0.07145821303129196, + 0.07424794137477875, + 0.06987326592206955, + 0.14333775639533997 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.2257414162158966 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In vibrant and colorful Pixar style, a dynamic low-angle shot begins near the summit of snow-capped Candy Mountain, sweeping upward in the wake of a joyful eruption. From a summit comprised of dark chocolate cliffs and soft powdered sugar slopes, a joyful mass of Alpine candies, dusted with powdered sugar, is propelled into the bright blue sky. The camera follows their joyful ascent in a smooth, sweeping arc. These features—a mix of friendly bear and pine tree forms in cherry red, lemon yellow, and lime green—have a soft, friendly texture. A fine layer of crystal sugar coating coats their forms, shimmering in direct sunlight. As they playfully swirl and tumble through the air, their translucent bodies display beautiful subsurface scattering, emitting a warm glow from within. As they ascend into the flawless, vibrant blue sky, their faces are filled with pure joy, eyes wide and smiles broad, creating an atmosphere of immense joy and vitality.", + "seed": 33262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_2/index_3732_seed_33262_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -1.2059299126267433, + "vlm_logprob": -1.2059299126267433, + "vlm_yes_no_margin": -0.09999998807907104, + "vlm_token_credit": -1.2059299126267433, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.7735447883605957 + ], + "opposite_logprob_tokens": [ + -0.023544730618596077 + ], + "logprob_reward": -3.7735447883605957, + "yes_no_margin_reward": -3.75, + "token_credit_reward": -3.7735447883605957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.159208744764328, + 0.11481776088476181, + 0.06855493038892746, + 0.11025173962116241, + 0.1204068511724472, + 0.04530544951558113, + 0.08686137199401855, + 0.20306554436683655, + 0.038516197353601456, + 0.05301137641072273 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -3.7735447883605957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03829706460237503 + ], + "opposite_logprob_tokens": [ + -3.288297176361084 + ], + "logprob_reward": -0.03829706460237503, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03829706460237503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09645053744316101, + 0.11763466149568558, + 0.0708392783999443, + 0.10745994001626968, + 0.29090115427970886, + 0.03574518486857414, + 0.08666682988405228, + 0.11286919564008713, + 0.034840092062950134, + 0.04659315198659897 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.03829706460237503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934670805931091 + ], + "opposite_logprob_tokens": [ + -0.6934670805931091 + ], + "logprob_reward": -0.6934670805931091, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934670805931091, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1424984186887741, + 0.0953403040766716, + 0.12763889133930206, + 0.07298930734395981, + 0.15901759266853333, + 0.03496117517352104, + 0.09849296510219574, + 0.0922771692276001, + 0.045622680336236954, + 0.13116155564785004 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.6934670805931091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371345520019531 + ], + "opposite_logprob_tokens": [ + -0.3871346116065979 + ], + "logprob_reward": -1.1371345520019531, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1371345520019531, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11962970346212387, + 0.07669240981340408, + 0.13713516294956207, + 0.13050517439842224, + 0.13744507730007172, + 0.11889095604419708, + 0.0855509415268898, + 0.12962637841701508, + 0.022220129147171974, + 0.04230403155088425 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -1.1371345520019531 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the summit of a mountain composed of dark chocolate cliffs and soft powdered sugar slopes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main objects a mix of friendly bear and pine tree forms colored in cherry red, lemon yellow, and lime green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the objects display a fine layer of crystal sugar coating that shimmers in direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at the summit and sweep upward in a smooth, sweeping arc following the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the objects exhibit translucent bodies with subsurface scattering that emit a warm glow from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3872060775756836 + ], + "opposite_logprob_tokens": [ + -1.1372060775756836 + ], + "logprob_reward": -0.3872060775756836, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3872060775756836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20130428671836853, + 0.057623449712991714, + 0.04740733653306961, + 0.04646162688732147, + 0.1412554830312729, + 0.048528850078582764, + 0.10133045166730881, + 0.17619647085666656, + 0.08857257664203644, + 0.09131947159767151 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.3872060775756836 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_tensor([5728, 5728])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_tensor([5728, 5728])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..618046df77f73a3c51378d7d4b2fd64efaab4582 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_tensor([5728, 5728])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle cinematic shot, filled with heavy film grain, begins with a slow, creeping advance of a massive biomechanical sarcophagus resting in a vast, darkened chamber. The sarcophagus's surface is a cold fusion of metal and bone, meticulously realized in the distinctive nightmarish style of H.R. Giger; polished, obsidian-like biomechanical plates seamlessly intertwine with skeletal ribs and vertebrae, while gleaming, sinewy cables snake through the structure, faintly pulsing with a sickly internal glow. Through the translucent, resinous portion of the lid, two figures are visible, a couple, fused together in an eerie, eternal embrace, their pale, emaciated bodies and twisted musculature seemingly growing into the architecture of their coffins. After a moment of profound silence, both figures simultaneously open their eyes in an unsettling display of mechanical synchrony. Their eyelids deliberately contract, not with a twitch of muscle, but like cold, organic shutters, revealing orbs utterly devoid of color; their irises and pupils are a uniform, stark, glowing white. On the surfaces of their dead, reflective eyes, a horrific, unseen landscape flickers in chaotic movement, reflecting impossible alien geometries and silent visions of cosmic horror, immersing the scene in an atmosphere of profound dread and inescapable terror.", + "seed": 22198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_5728_seed_22198_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04174566576257348, + "vlm_logprob": -0.04174566576257348, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.04174566576257348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004982199054211378 + ], + "opposite_logprob_tokens": [ + -5.379981994628906 + ], + "logprob_reward": -0.004982199054211378, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004982199054211378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14950643479824066, + 0.043480660766363144, + 0.06563428044319153, + 0.4089912176132202, + 0.09633196890354156, + 0.056787047535181046, + 0.05764399468898773, + 0.03739366680383682, + 0.0362568162381649, + 0.04797389730811119 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.004982199054211378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105592146515846 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105592146515846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105592146515846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048835404217243195, + 0.1110708937048912, + 0.23108254373073578, + 0.37370041012763977, + 0.04340127855539322, + 0.016941361129283905, + 0.07195289433002472, + 0.03417099639773369, + 0.03131726756691933, + 0.03752695396542549 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.004105592146515846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12643861770629883, + 0.018238738179206848, + 0.4168001115322113, + 0.17102915048599243, + 0.042307425290346146, + 0.015292495489120483, + 0.09003478288650513, + 0.04529615491628647, + 0.030053600668907166, + 0.04450889676809311 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297249048948288 + ], + "opposite_logprob_tokens": [ + -2.2379724979400635 + ], + "logprob_reward": -0.11297249048948288, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297249048948288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049141447991132736, + 0.019178906455636024, + 0.157790407538414, + 0.2345358282327652, + 0.06673817336559296, + 0.01906636916100979, + 0.14922918379306793, + 0.16886870563030243, + 0.09362330287694931, + 0.04182761535048485 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.11297249048948288 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903140783309937 + ], + "opposite_logprob_tokens": [ + -2.579031467437744 + ], + "logprob_reward": -0.07903140783309937, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903140783309937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05766890570521355, + 0.042202696204185486, + 0.23832066357135773, + 0.056238215416669846, + 0.03096901625394821, + 0.01711912825703621, + 0.3957659900188446, + 0.07004359364509583, + 0.05205577239394188, + 0.03961611166596413 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.07903140783309937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle cinematic shot, filled with heavy film grain, begins with a slow, creeping advance of a massive biomechanical sarcophagus resting in a vast, darkened chamber. The sarcophagus's surface is a cold fusion of metal and bone, meticulously realized in the distinctive nightmarish style of H.R. Giger; polished, obsidian-like biomechanical plates seamlessly intertwine with skeletal ribs and vertebrae, while gleaming, sinewy cables snake through the structure, faintly pulsing with a sickly internal glow. Through the translucent, resinous portion of the lid, two figures are visible, a couple, fused together in an eerie, eternal embrace, their pale, emaciated bodies and twisted musculature seemingly growing into the architecture of their coffins. After a moment of profound silence, both figures simultaneously open their eyes in an unsettling display of mechanical synchrony. Their eyelids deliberately contract, not with a twitch of muscle, but like cold, organic shutters, revealing orbs utterly devoid of color; their irises and pupils are a uniform, stark, glowing white. On the surfaces of their dead, reflective eyes, a horrific, unseen landscape flickers in chaotic movement, reflecting impossible alien geometries and silent visions of cosmic horror, immersing the scene in an atmosphere of profound dread and inescapable terror.", + "seed": 22199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_5728_seed_22199_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07700014067813754, + "vlm_logprob": -0.07700014067813754, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07700014067813754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021767746657133102 + ], + "opposite_logprob_tokens": [ + -3.8967678546905518 + ], + "logprob_reward": -0.021767746657133102, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021767746657133102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08187368512153625, + 0.3031461238861084, + 0.09312420338392258, + 0.10035146772861481, + 0.06763596832752228, + 0.1159716323018074, + 0.05983760952949524, + 0.08614178746938705, + 0.05816599726676941, + 0.03375149145722389 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.021767746657133102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655237775295973 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.004655237775295973, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655237775295973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13731297850608826, + 0.27783018350601196, + 0.12310010939836502, + 0.05188288912177086, + 0.03692683205008507, + 0.18519733846187592, + 0.04608243703842163, + 0.0478704608976841, + 0.047665152698755264, + 0.04613156616687775 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.004655237775295973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820111833512783 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.01820111833512783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820111833512783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18368366360664368, + 0.17035122215747833, + 0.0965905711054802, + 0.09005670249462128, + 0.06264720857143402, + 0.11277244985103607, + 0.07151219993829727, + 0.057196635752916336, + 0.1243433952331543, + 0.030845949426293373 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01820111833512783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604161411523819 + ], + "opposite_logprob_tokens": [ + -1.9104161262512207 + ], + "logprob_reward": -0.1604161411523819, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604161411523819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1463984102010727, + 0.17082659900188446, + 0.10677152127027512, + 0.04615655913949013, + 0.05570594221353531, + 0.30872416496276855, + 0.0363108366727829, + 0.013341081328690052, + 0.0836481899023056, + 0.03211671859025955 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.1604161411523819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799604594707489 + ], + "opposite_logprob_tokens": [ + -1.8049604892730713 + ], + "logprob_reward": -0.1799604594707489, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799604594707489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15930312871932983, + 0.40434518456459045, + 0.0686623826622963, + 0.03662705048918724, + 0.046561505645513535, + 0.11631246656179428, + 0.021377790719270706, + 0.02410326525568962, + 0.0668175145983696, + 0.05588970333337784 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1799604594707489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle cinematic shot, filled with heavy film grain, begins with a slow, creeping advance of a massive biomechanical sarcophagus resting in a vast, darkened chamber. The sarcophagus's surface is a cold fusion of metal and bone, meticulously realized in the distinctive nightmarish style of H.R. Giger; polished, obsidian-like biomechanical plates seamlessly intertwine with skeletal ribs and vertebrae, while gleaming, sinewy cables snake through the structure, faintly pulsing with a sickly internal glow. Through the translucent, resinous portion of the lid, two figures are visible, a couple, fused together in an eerie, eternal embrace, their pale, emaciated bodies and twisted musculature seemingly growing into the architecture of their coffins. After a moment of profound silence, both figures simultaneously open their eyes in an unsettling display of mechanical synchrony. Their eyelids deliberately contract, not with a twitch of muscle, but like cold, organic shutters, revealing orbs utterly devoid of color; their irises and pupils are a uniform, stark, glowing white. On the surfaces of their dead, reflective eyes, a horrific, unseen landscape flickers in chaotic movement, reflecting impossible alien geometries and silent visions of cosmic horror, immersing the scene in an atmosphere of profound dread and inescapable terror.", + "seed": 22200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_5728_seed_22200_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05543593084439635, + "vlm_logprob": -0.05543593084439635, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05543593084439635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01071131881326437 + ], + "opposite_logprob_tokens": [ + -4.635711193084717 + ], + "logprob_reward": -0.01071131881326437, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01071131881326437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17713190615177155, + 0.05636506527662277, + 0.12659583985805511, + 0.04687884822487831, + 0.05593311786651611, + 0.03204884007573128, + 0.061954718083143234, + 0.028328850865364075, + 0.08110253512859344, + 0.3336602747440338 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.01071131881326437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651322029531002 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651322029531002, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651322029531002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809777677059174, + 0.09893880784511566, + 0.11255687475204468, + 0.0854574590921402, + 0.08454882353544235, + 0.048521630465984344, + 0.04052145779132843, + 0.10486342012882233, + 0.05096905305981636, + 0.2655247449874878 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.004651322029531002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05414208024740219, + 0.04317319020628929, + 0.050115589052438736, + 0.11535973101854324, + 0.04209300875663757, + 0.10584670305252075, + 0.05568412318825722, + 0.16858887672424316, + 0.11062444001436234, + 0.2543722689151764 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.007634391542524099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708595395088196 + ], + "opposite_logprob_tokens": [ + -2.1270859241485596 + ], + "logprob_reward": -0.12708595395088196, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708595395088196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04302098602056503, + 0.01676546409726143, + 0.09555480629205704, + 0.3004183769226074, + 0.01742366887629032, + 0.0693185105919838, + 0.022502973675727844, + 0.029587648808956146, + 0.03258461505174637, + 0.37282297015190125 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.12708595395088196 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709666788578033 + ], + "opposite_logprob_tokens": [ + -2.127096652984619 + ], + "logprob_reward": -0.12709666788578033, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709666788578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10999567806720734, + 0.061186783015728, + 0.05761546269059181, + 0.26715779304504395, + 0.06946078687906265, + 0.07233404368162155, + 0.09094902127981186, + 0.05896712467074394, + 0.10789690911769867, + 0.10443642735481262 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.12709666788578033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle cinematic shot, filled with heavy film grain, begins with a slow, creeping advance of a massive biomechanical sarcophagus resting in a vast, darkened chamber. The sarcophagus's surface is a cold fusion of metal and bone, meticulously realized in the distinctive nightmarish style of H.R. Giger; polished, obsidian-like biomechanical plates seamlessly intertwine with skeletal ribs and vertebrae, while gleaming, sinewy cables snake through the structure, faintly pulsing with a sickly internal glow. Through the translucent, resinous portion of the lid, two figures are visible, a couple, fused together in an eerie, eternal embrace, their pale, emaciated bodies and twisted musculature seemingly growing into the architecture of their coffins. After a moment of profound silence, both figures simultaneously open their eyes in an unsettling display of mechanical synchrony. Their eyelids deliberately contract, not with a twitch of muscle, but like cold, organic shutters, revealing orbs utterly devoid of color; their irises and pupils are a uniform, stark, glowing white. On the surfaces of their dead, reflective eyes, a horrific, unseen landscape flickers in chaotic movement, reflecting impossible alien geometries and silent visions of cosmic horror, immersing the scene in an atmosphere of profound dread and inescapable terror.", + "seed": 22201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_3/index_5728_seed_22201_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09404437150806189, + "vlm_logprob": -0.09404437150806189, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.09404437150806189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027169421315193176 + ], + "opposite_logprob_tokens": [ + -3.6521694660186768 + ], + "logprob_reward": -0.027169421315193176, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027169421315193176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11130707710981369, + 0.15225370228290558, + 0.07541403919458389, + 0.15899324417114258, + 0.12828002870082855, + 0.05868611857295036, + 0.08678174763917923, + 0.08315490186214447, + 0.0415966659784317, + 0.10353246331214905 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.027169421315193176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653932526707649 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653932526707649, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653932526707649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09994453936815262, + 0.10692578554153442, + 0.04216599836945534, + 0.05362718924880028, + 0.1556488275527954, + 0.05487752705812454, + 0.08252730220556259, + 0.30509626865386963, + 0.04746045917272568, + 0.051726020872592926 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.004653932526707649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089124716818333 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089124716818333, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089124716818333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07427291572093964, + 0.09623602032661438, + 0.04987241327762604, + 0.08770191669464111, + 0.151377335190773, + 0.05999346449971199, + 0.24335119128227234, + 0.05814164876937866, + 0.10215628892183304, + 0.07689683884382248 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.011089124716818333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256544679403305 + ], + "opposite_logprob_tokens": [ + -1.6006544828414917 + ], + "logprob_reward": -0.2256544679403305, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256544679403305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05993460863828659, + 0.049205292016267776, + 0.0509052537381649, + 0.027085501700639725, + 0.07751225680112839, + 0.03598200902342796, + 0.4889979958534241, + 0.04113016277551651, + 0.1278032809495926, + 0.041443634778261185 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.2256544679403305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle showing a massive biomechanical sarcophagus in a darkened chamber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sarcophagus surface display a fusion of metal and bone in an H.R. Giger style with sinewy cables pulsing with a sickly glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two figures visible through the translucent lid of the sarcophagus, fused together in an embrace with pale, emaciated bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do both figures simultaneously open their eyes to reveal uniform, stark, glowing white orbs devoid of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the reflective surfaces of the figures' eyes flicker with chaotic, impossible alien geometries and cosmic horror visions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20165491104125977 + ], + "opposite_logprob_tokens": [ + -1.7016549110412598 + ], + "logprob_reward": -0.20165491104125977, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20165491104125977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.100770503282547, + 0.10650115460157394, + 0.05317354202270508, + 0.02133454568684101, + 0.1384459286928177, + 0.09359973669052124, + 0.24525205790996552, + 0.12640069425106049, + 0.0711132138967514, + 0.043408628553152084 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.20165491104125977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_tensor([8276, 8276])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_tensor([8276, 8276])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3b27da1ec0988ad9e4f7dd395e6f0f4b4dd9735c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_tensor([8276, 8276])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, circling shot, slowly and steadily panning leftward around the two duelists, places the viewer at the center of this epic confrontation. Atop an ancient wall constructed of mottled, slate-gray brick, two heavily armored warriors engage in a desperate struggle. The sky is overcast, and a strong wind whips up dust, signaling the approaching storm. One of the warriors, clad in a scarred, crimson-lacquered chariot and a hooded star-shaped hat, his face partially obscured by an iron mask, revealing only piercing, focused eyes. He grips a katana, gleaming with a cold light, and leans forward, pressing down with all his might, attempting to break through his opponent's defenses. His opponent, clad in an even heavier black Nanbando armor, his legs steady and muscles tense, he maintains a composed defensive stance, stubbornly blocking his opponent's fierce blows with the blade of his own. As the two swords violently clashed, dazzling orange-yellow sparks erupted, momentarily illuminating their masked faces and the intricate patterns of their armor. The last rays of the setting sun, piercing through gaps in the thick clouds, outlined the sharp golden edges of their metal armor. The entire scene, framed in a chilling blue-gray hue, was imbued with the epic tension and murderous aura of a duel.", + "seed": 18322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_8276_seed_18322_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030630442406982185, + "vlm_logprob": -0.030630442406982185, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.030630442406982185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09244421124458313 + ], + "opposite_logprob_tokens": [ + -2.4674441814422607 + ], + "logprob_reward": -0.09244421124458313, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09244421124458313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.094242624938488, + 0.09842510521411896, + 0.0733894482254982, + 0.0770483911037445, + 0.03396040201187134, + 0.17121900618076324, + 0.22389182448387146, + 0.07514576613903046, + 0.06598908454179764, + 0.08668834716081619 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.09244421124458313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254818495362997 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.01254818495362997, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254818495362997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12954449653625488, + 0.13520842790603638, + 0.047678716480731964, + 0.04354717954993248, + 0.048108767718076706, + 0.34407320618629456, + 0.04724172502756119, + 0.07037245482206345, + 0.026656413450837135, + 0.10756857693195343 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.01254818495362997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08998460322618484, + 0.18408659100532532, + 0.09516686201095581, + 0.0994543507695198, + 0.03290611878037453, + 0.2855713963508606, + 0.05988635867834091, + 0.048086393624544144, + 0.05888008698821068, + 0.04597720876336098 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.026347240433096886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189423061907291 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189423061907291, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189423061907291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07003353536128998, + 0.10662403702735901, + 0.0562421977519989, + 0.06543557345867157, + 0.0359339602291584, + 0.4287620782852173, + 0.06822053343057632, + 0.06686119735240936, + 0.026750972494482994, + 0.07513589411973953 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.014189423061907291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762315234169364 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.00762315234169364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762315234169364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1367826908826828, + 0.13900335133075714, + 0.09857894480228424, + 0.07735996693372726, + 0.07405293732881546, + 0.19547533988952637, + 0.0951196476817131, + 0.03631593659520149, + 0.0776718482375145, + 0.06963930279016495 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.00762315234169364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, circling shot, slowly and steadily panning leftward around the two duelists, places the viewer at the center of this epic confrontation. Atop an ancient wall constructed of mottled, slate-gray brick, two heavily armored warriors engage in a desperate struggle. The sky is overcast, and a strong wind whips up dust, signaling the approaching storm. One of the warriors, clad in a scarred, crimson-lacquered chariot and a hooded star-shaped hat, his face partially obscured by an iron mask, revealing only piercing, focused eyes. He grips a katana, gleaming with a cold light, and leans forward, pressing down with all his might, attempting to break through his opponent's defenses. His opponent, clad in an even heavier black Nanbando armor, his legs steady and muscles tense, he maintains a composed defensive stance, stubbornly blocking his opponent's fierce blows with the blade of his own. As the two swords violently clashed, dazzling orange-yellow sparks erupted, momentarily illuminating their masked faces and the intricate patterns of their armor. The last rays of the setting sun, piercing through gaps in the thick clouds, outlined the sharp golden edges of their metal armor. The entire scene, framed in a chilling blue-gray hue, was imbued with the epic tension and murderous aura of a duel.", + "seed": 18323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_8276_seed_18323_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02589180413633585, + "vlm_logprob": -0.02589180413633585, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02589180413633585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06473781913518906 + ], + "opposite_logprob_tokens": [ + -2.8147377967834473 + ], + "logprob_reward": -0.06473781913518906, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06473781913518906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10807224363088608, + 0.31773167848587036, + 0.0843605250120163, + 0.10996406525373459, + 0.07197190076112747, + 0.07745105773210526, + 0.055589836090803146, + 0.059397030621767044, + 0.0650940015912056, + 0.05036760866641998 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.06473781913518906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074350103735924 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074350103735924, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074350103735924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2353827804327011, + 0.3028026819229126, + 0.06000452861189842, + 0.05057545751333237, + 0.05568893253803253, + 0.02322647161781788, + 0.06933923065662384, + 0.0484512522816658, + 0.05753660574555397, + 0.09699207544326782 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.016074350103735924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342594996094704 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342594996094704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342594996094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07337578386068344, + 0.2862846255302429, + 0.08324185758829117, + 0.06219081953167915, + 0.14623528718948364, + 0.04260615259408951, + 0.05098942667245865, + 0.05963950231671333, + 0.08914738893508911, + 0.10628918558359146 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.026342594996094704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532174587249756 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532174587249756, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532174587249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13018746674060822, + 0.3183242380619049, + 0.13410712778568268, + 0.1508176624774933, + 0.068655826151371, + 0.015079881064593792, + 0.025114962831139565, + 0.02899143472313881, + 0.05779673904180527, + 0.07092473655939102 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.012532174587249756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772081859409809 + ], + "opposite_logprob_tokens": [ + -4.634772300720215 + ], + "logprob_reward": -0.009772081859409809, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772081859409809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335199475288391, + 0.22676870226860046, + 0.06280235946178436, + 0.18686605989933014, + 0.03948186710476875, + 0.038555826991796494, + 0.046024199575185776, + 0.02903399057686329, + 0.1693478524684906, + 0.06759923696517944 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.009772081859409809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, circling shot, slowly and steadily panning leftward around the two duelists, places the viewer at the center of this epic confrontation. Atop an ancient wall constructed of mottled, slate-gray brick, two heavily armored warriors engage in a desperate struggle. The sky is overcast, and a strong wind whips up dust, signaling the approaching storm. One of the warriors, clad in a scarred, crimson-lacquered chariot and a hooded star-shaped hat, his face partially obscured by an iron mask, revealing only piercing, focused eyes. He grips a katana, gleaming with a cold light, and leans forward, pressing down with all his might, attempting to break through his opponent's defenses. His opponent, clad in an even heavier black Nanbando armor, his legs steady and muscles tense, he maintains a composed defensive stance, stubbornly blocking his opponent's fierce blows with the blade of his own. As the two swords violently clashed, dazzling orange-yellow sparks erupted, momentarily illuminating their masked faces and the intricate patterns of their armor. The last rays of the setting sun, piercing through gaps in the thick clouds, outlined the sharp golden edges of their metal armor. The entire scene, framed in a chilling blue-gray hue, was imbued with the epic tension and murderous aura of a duel.", + "seed": 18324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_8276_seed_18324_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030296494252979755, + "vlm_logprob": -0.030296494252979755, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.030296494252979755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09340254962444305 + ], + "opposite_logprob_tokens": [ + -2.468402624130249 + ], + "logprob_reward": -0.09340254962444305, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09340254962444305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17222440242767334, + 0.08262546360492706, + 0.06691838055849075, + 0.07073771953582764, + 0.12748360633850098, + 0.08134154975414276, + 0.06147763505578041, + 0.035128336399793625, + 0.12987777590751648, + 0.17218515276908875 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.09340254962444305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865234062075615 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.00865234062075615, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865234062075615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05046636611223221, + 0.07557296007871628, + 0.05726436898112297, + 0.27496954798698425, + 0.0251129399985075, + 0.04962679371237755, + 0.06677063554525375, + 0.08014190196990967, + 0.1963416188955307, + 0.12373283505439758 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.00865234062075615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337083600461483 + ], + "opposite_logprob_tokens": [ + -3.408708333969116 + ], + "logprob_reward": -0.0337083600461483, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337083600461483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13837116956710815, + 0.0893111601471901, + 0.11095041781663895, + 0.05059030279517174, + 0.09161463379859924, + 0.0646706148982048, + 0.09747261554002762, + 0.15125291049480438, + 0.11708050221204758, + 0.08868568390607834 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0337083600461483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977633148431778 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.00977633148431778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977633148431778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020194947719574, + 0.029210183769464493, + 0.09511351585388184, + 0.04589085280895233, + 0.0640469565987587, + 0.058092910796403885, + 0.38191917538642883, + 0.10205137729644775, + 0.04977619647979736, + 0.07369682192802429 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.00977633148431778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942889489233494 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942889489233494, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942889489233494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12660904228687286, + 0.06156983971595764, + 0.08500894904136658, + 0.32917749881744385, + 0.029276691377162933, + 0.02485625445842743, + 0.03076501376926899, + 0.19740839302539825, + 0.07276293635368347, + 0.04256538674235344 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.005942889489233494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, circling shot, slowly and steadily panning leftward around the two duelists, places the viewer at the center of this epic confrontation. Atop an ancient wall constructed of mottled, slate-gray brick, two heavily armored warriors engage in a desperate struggle. The sky is overcast, and a strong wind whips up dust, signaling the approaching storm. One of the warriors, clad in a scarred, crimson-lacquered chariot and a hooded star-shaped hat, his face partially obscured by an iron mask, revealing only piercing, focused eyes. He grips a katana, gleaming with a cold light, and leans forward, pressing down with all his might, attempting to break through his opponent's defenses. His opponent, clad in an even heavier black Nanbando armor, his legs steady and muscles tense, he maintains a composed defensive stance, stubbornly blocking his opponent's fierce blows with the blade of his own. As the two swords violently clashed, dazzling orange-yellow sparks erupted, momentarily illuminating their masked faces and the intricate patterns of their armor. The last rays of the setting sun, piercing through gaps in the thick clouds, outlined the sharp golden edges of their metal armor. The entire scene, framed in a chilling blue-gray hue, was imbued with the epic tension and murderous aura of a duel.", + "seed": 18325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_4/index_8276_seed_18325_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02372019477188587, + "vlm_logprob": -0.02372019477188587, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02372019477188587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06391029059886932 + ], + "opposite_logprob_tokens": [ + -2.8139102458953857 + ], + "logprob_reward": -0.06391029059886932, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06391029059886932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13169215619564056, + 0.1000082939863205, + 0.07084418833255768, + 0.06590890884399414, + 0.08983543515205383, + 0.2811143696308136, + 0.08773130178451538, + 0.05368410795927048, + 0.07429751753807068, + 0.04488372802734375 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.06391029059886932 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646667934954166 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646667934954166, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646667934954166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060947343707084656, + 0.27364858984947205, + 0.04227686673402786, + 0.0481327548623085, + 0.013733516447246075, + 0.41999220848083496, + 0.031203726306557655, + 0.04718117043375969, + 0.042371299117803574, + 0.020512491464614868 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.008646667934954166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08764054626226425, + 0.06122797727584839, + 0.15811416506767273, + 0.2380858212709427, + 0.06510221213102341, + 0.13531434535980225, + 0.06287805736064911, + 0.07441146671772003, + 0.07378920167684555, + 0.04343623295426369 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06937041133642197, + 0.05215312913060188, + 0.039771918207407, + 0.13239675760269165, + 0.13856865465641022, + 0.1558530032634735, + 0.2701009511947632, + 0.051911450922489166, + 0.0528252013027668, + 0.03704855218529701 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.011068020947277546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle circling shot panning leftward around the two duelists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavily armored warriors engaged in a struggle atop an ancient wall of mottled slate-gray brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one warrior wearing a scarred crimson-lacquered chariot, a hooded star-shaped hat, and an iron mask while gripping a gleaming katana?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the opponent wearing heavy black Nanbando armor and maintaining a defensive stance while blocking blows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the swords clash producing orange-yellow sparks, with the scene framed in a blue-gray hue under an overcast sky with dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631540462374687 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631540462374687, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631540462374687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13199850916862488, + 0.18501830101013184, + 0.057971421629190445, + 0.16708093881607056, + 0.04926573857665062, + 0.07355190813541412, + 0.08054250478744507, + 0.10154246538877487, + 0.07330334186553955, + 0.07972493767738342 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.008631540462374687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_tensor([4741, 4741])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_tensor([4741, 4741])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de59cbabcc30e43ba528f6b88810769fba6f789f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_tensor([4741, 4741])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly low angle, the camera moving at a slow and smooth tracking speed, following the current, captures the scene of countless cherry blossom petals floating in a crystal-clear stream. Soft afternoon sunlight filters through the trees lining the shore, casting dappled shadows on the shimmering water. These delicate pink-white petals, some with slightly curled edges, resemble countless dainty boats, slowly swirling in the crystal-clear waters, drifting leisurely downstream. Through the clear water, the rounded pebbles of various sizes and mottled colors can be clearly seen on the bottom. The sunlight makes the floating petals appear almost translucent, with a soft halo around the edges. The overall scene, with its soft and warm tones, is imbued with an atmosphere of ultimate tranquility, healing, and poetry, perfectly capturing the fleeting beauty of nature.", + "seed": 7, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_4741_seed_7_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016127238795161248, + "vlm_logprob": -0.016127238795161248, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.016127238795161248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030221033841371536 + ], + "opposite_logprob_tokens": [ + -3.5302209854125977 + ], + "logprob_reward": -0.030221033841371536, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030221033841371536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15953278541564941, + 0.06676735728979111, + 0.254753977060318, + 0.23343665897846222, + 0.07075219601392746, + 0.033128250390291214, + 0.05264328420162201, + 0.022662771865725517, + 0.0403628870844841, + 0.06595984101295471 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.030221033841371536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006751463748514652 + ], + "opposite_logprob_tokens": [ + -5.006751537322998 + ], + "logprob_reward": -0.006751463748514652, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006751463748514652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11988573521375656, + 0.07214300334453583, + 0.07459805905818939, + 0.19583751261234283, + 0.10354816168546677, + 0.057483743876218796, + 0.1856132447719574, + 0.04062611609697342, + 0.033157117664813995, + 0.11710724234580994 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.006751463748514652 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335563138127327 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335563138127327, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335563138127327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11251543462276459, + 0.03748488426208496, + 0.6148119568824768, + 0.05642765387892723, + 0.021498456597328186, + 0.018460437655448914, + 0.01655486226081848, + 0.03724190592765808, + 0.029610270634293556, + 0.05539409816265106 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.001335563138127327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542887590825558 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542887590825558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542887590825558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06384686380624771, + 0.052543941885232925, + 0.23390763998031616, + 0.3039695620536804, + 0.18879640102386475, + 0.023684412240982056, + 0.017832018435001373, + 0.025461643934249878, + 0.012347896583378315, + 0.07760962098836899 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.012542887590825558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785245656967163 + ], + "opposite_logprob_tokens": [ + -3.52978515625 + ], + "logprob_reward": -0.029785245656967163, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785245656967163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10451045632362366, + 0.032560478895902634, + 0.07663960754871368, + 0.32737433910369873, + 0.034622885286808014, + 0.0352066308259964, + 0.05916007235646248, + 0.077071413397789, + 0.07477296888828278, + 0.17808115482330322 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.029785245656967163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera moving at a slow and smooth tracking speed, following the current, captures the scene of countless cherry blossom petals floating in a crystal-clear stream. Soft afternoon sunlight filters through the trees lining the shore, casting dappled shadows on the shimmering water. These delicate pink-white petals, some with slightly curled edges, resemble countless dainty boats, slowly swirling in the crystal-clear waters, drifting leisurely downstream. Through the clear water, the rounded pebbles of various sizes and mottled colors can be clearly seen on the bottom. The sunlight makes the floating petals appear almost translucent, with a soft halo around the edges. The overall scene, with its soft and warm tones, is imbued with an atmosphere of ultimate tranquility, healing, and poetry, perfectly capturing the fleeting beauty of nature.", + "seed": 8, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_4741_seed_8_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03826912743970752, + "vlm_logprob": -0.03826912743970752, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03826912743970752, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055828385055065155 + ], + "opposite_logprob_tokens": [ + -2.930828332901001 + ], + "logprob_reward": -0.055828385055065155, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055828385055065155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13345226645469666, + 0.24947696924209595, + 0.08117551356554031, + 0.06919397413730621, + 0.07277961820363998, + 0.033666204661130905, + 0.035088859498500824, + 0.06338292360305786, + 0.0924457460641861, + 0.1693379431962967 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.055828385055065155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865730457007885 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.00865730457007885, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865730457007885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17987757921218872, + 0.24664805829524994, + 0.0752875879406929, + 0.07817872613668442, + 0.11751057952642441, + 0.041121914982795715, + 0.06310347467660904, + 0.07628104835748672, + 0.047527384012937546, + 0.07446368038654327 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.00865730457007885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23460739850997925, + 0.06320788711309433, + 0.13047075271606445, + 0.07041361927986145, + 0.11352808028459549, + 0.059732869267463684, + 0.04664839431643486, + 0.08950606733560562, + 0.05516840144991875, + 0.13671649992465973 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004096213262528181 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907981216907501 + ], + "opposite_logprob_tokens": [ + -2.4640798568725586 + ], + "logprob_reward": -0.08907981216907501, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907981216907501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39330509305000305, + 0.09783648699522018, + 0.11446156352758408, + 0.08875991404056549, + 0.07933266460895538, + 0.035105813294649124, + 0.024876760318875313, + 0.05969787761569023, + 0.024476852267980576, + 0.08214691281318665 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08907981216907501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368392214179039 + ], + "opposite_logprob_tokens": [ + -3.408684015274048 + ], + "logprob_reward": -0.03368392214179039, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368392214179039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2634676992893219, + 0.19095318019390106, + 0.10114647448062897, + 0.0623299777507782, + 0.10310908406972885, + 0.04092735797166824, + 0.022331057116389275, + 0.1047549620270729, + 0.044931910932064056, + 0.06604833155870438 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03368392214179039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera moving at a slow and smooth tracking speed, following the current, captures the scene of countless cherry blossom petals floating in a crystal-clear stream. Soft afternoon sunlight filters through the trees lining the shore, casting dappled shadows on the shimmering water. These delicate pink-white petals, some with slightly curled edges, resemble countless dainty boats, slowly swirling in the crystal-clear waters, drifting leisurely downstream. Through the clear water, the rounded pebbles of various sizes and mottled colors can be clearly seen on the bottom. The sunlight makes the floating petals appear almost translucent, with a soft halo around the edges. The overall scene, with its soft and warm tones, is imbued with an atmosphere of ultimate tranquility, healing, and poetry, perfectly capturing the fleeting beauty of nature.", + "seed": 9, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_4741_seed_9_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027936174347996712, + "vlm_logprob": -0.027936174347996712, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.027936174347996712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034023307263851166 + ], + "opposite_logprob_tokens": [ + -3.4090232849121094 + ], + "logprob_reward": -0.034023307263851166, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034023307263851166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11701614409685135, + 0.10725522041320801, + 0.05332019180059433, + 0.07046859711408615, + 0.04974306747317314, + 0.09514690190553665, + 0.07364495098590851, + 0.06533347815275192, + 0.13401414453983307, + 0.23405733704566956 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.034023307263851166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960309412330389 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960309412330389, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960309412330389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13286805152893066, + 0.07026265561580658, + 0.05027418211102486, + 0.11366067081689835, + 0.12470225989818573, + 0.07065292447805405, + 0.12379109114408493, + 0.10045930743217468, + 0.09581054002046585, + 0.11751827597618103 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.005960309412330389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07857364416122437, + 0.17053452134132385, + 0.046739090234041214, + 0.03258156403899193, + 0.08203697949647903, + 0.2653313875198364, + 0.06026047095656395, + 0.08417578786611557, + 0.06528409570455551, + 0.11448242515325546 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900188863277435 + ], + "opposite_logprob_tokens": [ + -2.5790019035339355 + ], + "logprob_reward": -0.07900188863277435, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900188863277435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15369813144207, + 0.0597146600484848, + 0.07166808843612671, + 0.02414068579673767, + 0.16297069191932678, + 0.05619087815284729, + 0.11847197264432907, + 0.10968806594610214, + 0.1035684198141098, + 0.13988836109638214 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.07900188863277435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057927161455154 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057927161455154, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057927161455154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12850286066532135, + 0.045457370579242706, + 0.03670212998986244, + 0.013802614063024521, + 0.0859580710530281, + 0.19675856828689575, + 0.031492192298173904, + 0.039670102298259735, + 0.137765035033226, + 0.28389108180999756 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.016057927161455154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle, the camera moving at a slow and smooth tracking speed, following the current, captures the scene of countless cherry blossom petals floating in a crystal-clear stream. Soft afternoon sunlight filters through the trees lining the shore, casting dappled shadows on the shimmering water. These delicate pink-white petals, some with slightly curled edges, resemble countless dainty boats, slowly swirling in the crystal-clear waters, drifting leisurely downstream. Through the clear water, the rounded pebbles of various sizes and mottled colors can be clearly seen on the bottom. The sunlight makes the floating petals appear almost translucent, with a soft halo around the edges. The overall scene, with its soft and warm tones, is imbued with an atmosphere of ultimate tranquility, healing, and poetry, perfectly capturing the fleeting beauty of nature.", + "seed": 10, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_5/index_4741_seed_10_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.044315646030008794, + "vlm_logprob": -0.044315646030008794, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.044315646030008794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049268316477537155 + ], + "opposite_logprob_tokens": [ + -3.0492682456970215 + ], + "logprob_reward": -0.049268316477537155, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049268316477537155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1257779449224472, + 0.038115691393613815, + 0.35196417570114136, + 0.056632570922374725, + 0.03954349458217621, + 0.0450989231467247, + 0.08502881228923798, + 0.049096666276454926, + 0.12458398193120956, + 0.08415774255990982 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.049268316477537155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662977255880833 + ], + "opposite_logprob_tokens": [ + -4.758663177490234 + ], + "logprob_reward": -0.008662977255880833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662977255880833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09999389201402664, + 0.1620461344718933, + 0.08580537140369415, + 0.05504297837615013, + 0.09308581054210663, + 0.049506429582834244, + 0.0718160942196846, + 0.1039937287569046, + 0.12392774969339371, + 0.15478180348873138 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.008662977255880833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649631053209305, + 0.3557850122451782, + 0.053452830761671066, + 0.07258244603872299, + 0.07490528374910355, + 0.1692274510860443, + 0.06306997686624527, + 0.05534321069717407, + 0.051884181797504425, + 0.027253277599811554 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.01254018023610115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907762914896011 + ], + "opposite_logprob_tokens": [ + -2.4640777111053467 + ], + "logprob_reward": -0.08907762914896011, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907762914896011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08571574836969376, + 0.06909649074077606, + 0.19138848781585693, + 0.04729291424155235, + 0.23004411160945892, + 0.04528040438890457, + 0.07410945743322372, + 0.059521012008190155, + 0.10030842572450638, + 0.09724295884370804 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.08907762914896011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of cherry blossom petals floating in a stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the petals pink and white with some having slightly curled edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Can rounded pebbles of various sizes and mottled colors be seen on the bottom of the stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft afternoon sunlight filtering through trees to cast dappled shadows on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving at a slow and smooth tracking speed following the current?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202912703156471 + ], + "opposite_logprob_tokens": [ + -2.8120291233062744 + ], + "logprob_reward": -0.06202912703156471, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202912703156471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16212986409664154, + 0.12086029350757599, + 0.13883180916309357, + 0.010849663987755775, + 0.037874236702919006, + 0.03541070967912674, + 0.030998671427369118, + 0.10965660214424133, + 0.3075011670589447, + 0.04588691145181656 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.06202912703156471 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_tensor([6148, 6148])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_tensor([6148, 6148])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c280d335999df54319438b72cb6027758d222148 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_tensor([6148, 6148])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, eye-level shot, captured with a gentle handheld shake, imparting a candid, home video feel, frames a family seated around a wooden dining table in a brightly lit room. As they collectively turn to the camera to speak, their movements are natural and unforced. A young girl with blonde pigtails, wearing a vibrant pink knit sweater, wiggles playfully in her chair, her shoulders swaying with joyful energy, a broad smile on her face. Meanwhile, the slightly older boy on the left side of the frame, wearing a royal blue hoodie, deliberately lifts a simple metal teaspoon and places the entire bowlful into his mouth. After a moment, he removes the spoon and grins. In the background, their parents watch with warm, amused expressions, bathed in the soft, diffuse sunlight streaming in from the nearby window, creating an atmosphere of spontaneous, heartwarming family joy.", + "seed": 29966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_6148_seed_29966_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08855759827420115, + "vlm_logprob": -0.08855759827420115, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.08855759827420115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07834923267364502 + ], + "opposite_logprob_tokens": [ + -2.7033491134643555 + ], + "logprob_reward": -0.07834923267364502, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07834923267364502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15948131680488586, + 0.08682188391685486, + 0.10867670178413391, + 0.083513543009758, + 0.06706534326076508, + 0.02839902602136135, + 0.07682733982801437, + 0.03195788338780403, + 0.3088233768939972, + 0.048433661460876465 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.07834923267364502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273835267871618 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273835267871618, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273835267871618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12829944491386414, + 0.10927144438028336, + 0.2522522211074829, + 0.07348039001226425, + 0.025842642411589622, + 0.07388871163129807, + 0.10317040234804153, + 0.030345303937792778, + 0.10939214378595352, + 0.09405729919672012 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.005273835267871618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030223429203033 + ], + "opposite_logprob_tokens": [ + -2.350302219390869 + ], + "logprob_reward": -0.10030223429203033, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030223429203033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1509845107793808, + 0.08233240991830826, + 0.13020159304141998, + 0.05658673495054245, + 0.12419313937425613, + 0.0939197763800621, + 0.2078111469745636, + 0.019115284085273743, + 0.05396953970193863, + 0.08088584244251251 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.10030223429203033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897821068763733 + ], + "opposite_logprob_tokens": [ + -2.5789783000946045 + ], + "logprob_reward": -0.07897821068763733, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897821068763733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09729651361703873, + 0.24820125102996826, + 0.10579592734575272, + 0.1622483879327774, + 0.027409646660089493, + 0.03321802616119385, + 0.10300987958908081, + 0.033486489206552505, + 0.1464463472366333, + 0.042887475341558456 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.07897821068763733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988447844982147 + ], + "opposite_logprob_tokens": [ + -1.804884433746338 + ], + "logprob_reward": -0.17988447844982147, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988447844982147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09030144661664963, + 0.17005208134651184, + 0.0583161786198616, + 0.029594633728265762, + 0.040759749710559845, + 0.03265741467475891, + 0.10334032028913498, + 0.034592825919389725, + 0.3155026137828827, + 0.124882772564888 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.17988447844982147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot, captured with a gentle handheld shake, imparting a candid, home video feel, frames a family seated around a wooden dining table in a brightly lit room. As they collectively turn to the camera to speak, their movements are natural and unforced. A young girl with blonde pigtails, wearing a vibrant pink knit sweater, wiggles playfully in her chair, her shoulders swaying with joyful energy, a broad smile on her face. Meanwhile, the slightly older boy on the left side of the frame, wearing a royal blue hoodie, deliberately lifts a simple metal teaspoon and places the entire bowlful into his mouth. After a moment, he removes the spoon and grins. In the background, their parents watch with warm, amused expressions, bathed in the soft, diffuse sunlight streaming in from the nearby window, creating an atmosphere of spontaneous, heartwarming family joy.", + "seed": 29967, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_6148_seed_29967_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2054567410144955, + "vlm_logprob": -0.2054567410144955, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.2054567410144955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19075073301792145 + ], + "opposite_logprob_tokens": [ + -1.9407507181167603 + ], + "logprob_reward": -0.19075073301792145, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19075073301792145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10279615968465805, + 0.051243528723716736, + 0.23904600739479065, + 0.0533963143825531, + 0.03024129755795002, + 0.10175330936908722, + 0.06772235035896301, + 0.24190887808799744, + 0.06470457464456558, + 0.04718756303191185 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.19075073301792145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032414060551673174 + ], + "opposite_logprob_tokens": [ + -5.753241539001465 + ], + "logprob_reward": -0.0032414060551673174, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032414060551673174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12474372237920761, + 0.09102049469947815, + 0.15308116376399994, + 0.09525731205940247, + 0.043623823672533035, + 0.1239171028137207, + 0.06491447240114212, + 0.09709575027227402, + 0.11024295538663864, + 0.09610322117805481 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0032414060551673174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328105926513672 + ], + "opposite_logprob_tokens": [ + -0.7578105926513672 + ], + "logprob_reward": -0.6328105926513672, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328105926513672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07183200865983963, + 0.058656975626945496, + 0.3527759611606598, + 0.07303718477487564, + 0.049685653299093246, + 0.09803910553455353, + 0.05220108851790428, + 0.14636728167533875, + 0.06556948274374008, + 0.03183525800704956 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.6328105926513672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06472406536340714, + 0.020277947187423706, + 0.18862399458885193, + 0.04832221195101738, + 0.0392746776342392, + 0.10854221880435944, + 0.14605529606342316, + 0.1398923248052597, + 0.10350852459669113, + 0.1407787799835205 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989154160022736 + ], + "opposite_logprob_tokens": [ + -1.804891586303711 + ], + "logprob_reward": -0.17989154160022736, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989154160022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09506382793188095, + 0.07037166506052017, + 0.10933180898427963, + 0.053559720516204834, + 0.12773717939853668, + 0.1330648809671402, + 0.04192472621798515, + 0.1911739706993103, + 0.12736937403678894, + 0.05040289834141731 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.17989154160022736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot, captured with a gentle handheld shake, imparting a candid, home video feel, frames a family seated around a wooden dining table in a brightly lit room. As they collectively turn to the camera to speak, their movements are natural and unforced. A young girl with blonde pigtails, wearing a vibrant pink knit sweater, wiggles playfully in her chair, her shoulders swaying with joyful energy, a broad smile on her face. Meanwhile, the slightly older boy on the left side of the frame, wearing a royal blue hoodie, deliberately lifts a simple metal teaspoon and places the entire bowlful into his mouth. After a moment, he removes the spoon and grins. In the background, their parents watch with warm, amused expressions, bathed in the soft, diffuse sunlight streaming in from the nearby window, creating an atmosphere of spontaneous, heartwarming family joy.", + "seed": 29968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_6148_seed_29968_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13248258577659727, + "vlm_logprob": -0.13248258577659727, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.13248258577659727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06252365559339523 + ], + "opposite_logprob_tokens": [ + -3.062523603439331 + ], + "logprob_reward": -0.06252365559339523, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06252365559339523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521727293729782, + 0.057828813791275024, + 0.05847721919417381, + 0.04771953448653221, + 0.1437312364578247, + 0.21837492287158966, + 0.12962186336517334, + 0.06189490482211113, + 0.09046629816293716, + 0.03971250727772713 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.06252365559339523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004667577799409628 + ], + "opposite_logprob_tokens": [ + -5.37966775894165 + ], + "logprob_reward": -0.004667577799409628, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004667577799409628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16052840650081635, + 0.06160150468349457, + 0.16693927347660065, + 0.08727848529815674, + 0.1327528953552246, + 0.19166962802410126, + 0.0825541689991951, + 0.05208903178572655, + 0.03353339061141014, + 0.03105323761701584 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004667577799409628 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289299249649048 + ], + "opposite_logprob_tokens": [ + -1.0539299249649048 + ], + "logprob_reward": -0.4289299249649048, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289299249649048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1077822595834732, + 0.04113953560590744, + 0.15233619511127472, + 0.07164208590984344, + 0.17993608117103577, + 0.11030666530132294, + 0.18518377840518951, + 0.08240463584661484, + 0.05328310281038284, + 0.01598563976585865 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.4289299249649048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944785661995411 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944785661995411, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944785661995411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10927440971136093, + 0.06814900785684586, + 0.07938507944345474, + 0.17381708323955536, + 0.14373783767223358, + 0.21044421195983887, + 0.09285921603441238, + 0.05307161808013916, + 0.037705861032009125, + 0.03155568987131119 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.005944785661995411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034698486328125 + ], + "opposite_logprob_tokens": [ + -1.9103469848632812 + ], + "logprob_reward": -0.16034698486328125, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034698486328125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29535841941833496, + 0.056788645684719086, + 0.07852185517549515, + 0.11808667331933975, + 0.2023780196905136, + 0.024813834577798843, + 0.08379954099655151, + 0.05499529093503952, + 0.04515853151679039, + 0.040099117904901505 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.16034698486328125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot, captured with a gentle handheld shake, imparting a candid, home video feel, frames a family seated around a wooden dining table in a brightly lit room. As they collectively turn to the camera to speak, their movements are natural and unforced. A young girl with blonde pigtails, wearing a vibrant pink knit sweater, wiggles playfully in her chair, her shoulders swaying with joyful energy, a broad smile on her face. Meanwhile, the slightly older boy on the left side of the frame, wearing a royal blue hoodie, deliberately lifts a simple metal teaspoon and places the entire bowlful into his mouth. After a moment, he removes the spoon and grins. In the background, their parents watch with warm, amused expressions, bathed in the soft, diffuse sunlight streaming in from the nearby window, creating an atmosphere of spontaneous, heartwarming family joy.", + "seed": 29969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_6/index_6148_seed_29969_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18224371690303087, + "vlm_logprob": -0.18224371690303087, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.18224371690303087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13455897569656372 + ], + "opposite_logprob_tokens": [ + -2.259558916091919 + ], + "logprob_reward": -0.13455897569656372, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.13455897569656372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13841238617897034, + 0.06075611710548401, + 0.0817723274230957, + 0.0593610554933548, + 0.14472037553787231, + 0.08639552444219589, + 0.15142476558685303, + 0.09390650689601898, + 0.09401507675647736, + 0.08923592418432236 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.13455897569656372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011102446354925632 + ], + "opposite_logprob_tokens": [ + -4.511102676391602 + ], + "logprob_reward": -0.011102446354925632, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011102446354925632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07701803743839264, + 0.08484268933534622, + 0.07701995223760605, + 0.0512155257165432, + 0.13778002560138702, + 0.08302941173315048, + 0.0904093086719513, + 0.08081032335758209, + 0.1311240792274475, + 0.1867506355047226 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.011102446354925632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761854648590088 + ], + "opposite_logprob_tokens": [ + -0.8261854648590088 + ], + "logprob_reward": -0.5761854648590088, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761854648590088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0847814679145813, + 0.06667646765708923, + 0.09656110405921936, + 0.12626467645168304, + 0.04141923040151596, + 0.08884986490011215, + 0.08910196274518967, + 0.06087854132056236, + 0.2379879504442215, + 0.10747875273227692 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.5761854648590088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905156701803207 + ], + "opposite_logprob_tokens": [ + -2.4640514850616455 + ], + "logprob_reward": -0.08905156701803207, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905156701803207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07951240241527557, + 0.12423893809318542, + 0.029283365234732628, + 0.032098475843667984, + 0.3074195683002472, + 0.08208603411912918, + 0.19305267930030823, + 0.049003422260284424, + 0.0817895382642746, + 0.02151556871831417 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.08905156701803207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed at eye-level with a gentle handheld shake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with blonde pigtails wearing a vibrant pink knit sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy on the left lift a metal teaspoon and place a bowlful into his mouth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the parents visible in the background watching with warm, amused expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene brightly lit by soft, diffuse sunlight streaming from a nearby window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032013058662415 + ], + "opposite_logprob_tokens": [ + -2.3503201007843018 + ], + "logprob_reward": -0.10032013058662415, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032013058662415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11653169244527817, + 0.09739213436841965, + 0.07571838051080704, + 0.0881802886724472, + 0.0792364776134491, + 0.0817631259560585, + 0.1324411928653717, + 0.20580540597438812, + 0.06066657602787018, + 0.06226472184062004 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.10032013058662415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_tensor([1463, 1463])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_tensor([1463, 1463])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..206b29f86f9cf5d15e61ab60fdd53591cffe7ac2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_tensor([1463, 1463])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, medium shot captures a massive, pitch-black bull, its form dramatically sculpted by a single, piercing spotlight from above. In this stark black-and-white lighting, the beast's entire body is gripped by a sudden, violent tremor, a spasmodic shudder that courses through its frame from head to tail. The skin instantly tightens over its massive shoulders and powerful hips, bulging muscles, every sinew and vein illuminated by the intense light, while its underbelly is cast in impenetrable shadow. Its powerful hooves scrape against the dark, congested earth of an invisible enclosure, kicking up a small cloud of dust that momentarily catches the light. The bull's head, crowned by thick, formidable curved horns the color of pale, worn bone, snaps suddenly sideways as steam erupts from its flared nostrils, creating a tense, raw, and dangerous atmosphere of primal power poised for release.", + "seed": 10757, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_1463_seed_10757_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03801347352564335, + "vlm_logprob": -0.03801347352564335, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03801347352564335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0959068313241005 + ], + "opposite_logprob_tokens": [ + -3.0959067344665527 + ], + "logprob_reward": -0.0959068313241005, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0959068313241005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11176083981990814, + 0.08293837308883667, + 0.05875324830412865, + 0.08084163814783096, + 0.22878609597682953, + 0.058681029826402664, + 0.09439756721258163, + 0.05991729348897934, + 0.16494499146938324, + 0.05897889658808708 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0959068313241005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094645485281944 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094645485281944, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094645485281944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17945997416973114, + 0.08604047447443008, + 0.05158140882849693, + 0.04548393189907074, + 0.3088732063770294, + 0.05204421281814575, + 0.06352526694536209, + 0.08629555255174637, + 0.08507079631090164, + 0.04162518307566643 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.016094645485281944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648086339235306 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008648086339235306, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648086339235306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1355801671743393, + 0.09403378516435623, + 0.0798950269818306, + 0.0841204971075058, + 0.06553787738084793, + 0.04927723854780197, + 0.20559123158454895, + 0.15859492123126984, + 0.10099983215332031, + 0.026369379833340645 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.008648086339235306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306545481085777 + ], + "opposite_logprob_tokens": [ + -3.1680655479431152 + ], + "logprob_reward": -0.04306545481085777, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306545481085777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08727681636810303, + 0.049635570496320724, + 0.07654791325330734, + 0.10225813090801239, + 0.13660277426242828, + 0.19121207296848297, + 0.1696033924818039, + 0.021968752145767212, + 0.12189839035272598, + 0.042996183037757874 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.04306545481085777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20574301481246948, + 0.05818239971995354, + 0.04491619020700455, + 0.047660358250141144, + 0.1713489294052124, + 0.10133163630962372, + 0.18209199607372284, + 0.03788352385163307, + 0.0756935104727745, + 0.07514853030443192 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.026352349668741226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot captures a massive, pitch-black bull, its form dramatically sculpted by a single, piercing spotlight from above. In this stark black-and-white lighting, the beast's entire body is gripped by a sudden, violent tremor, a spasmodic shudder that courses through its frame from head to tail. The skin instantly tightens over its massive shoulders and powerful hips, bulging muscles, every sinew and vein illuminated by the intense light, while its underbelly is cast in impenetrable shadow. Its powerful hooves scrape against the dark, congested earth of an invisible enclosure, kicking up a small cloud of dust that momentarily catches the light. The bull's head, crowned by thick, formidable curved horns the color of pale, worn bone, snaps suddenly sideways as steam erupts from its flared nostrils, creating a tense, raw, and dangerous atmosphere of primal power poised for release.", + "seed": 10758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_1463_seed_10758_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05087114609777928, + "vlm_logprob": -0.05087114609777928, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.05087114609777928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10652118176221848 + ], + "opposite_logprob_tokens": [ + -2.7315211296081543 + ], + "logprob_reward": -0.10652118176221848, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.10652118176221848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027000274509191513, + 0.014493224211037159, + 0.016701674088835716, + 0.11671137064695358, + 0.5412788391113281, + 0.011674989014863968, + 0.07658393681049347, + 0.043234895914793015, + 0.036823101341724396, + 0.11549770832061768 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.10652118176221848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255536638200283 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255536638200283, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255536638200283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0629291906952858, + 0.06364114582538605, + 0.04818228632211685, + 0.18206487596035004, + 0.13568587601184845, + 0.0194814782589674, + 0.12702220678329468, + 0.10224752128124237, + 0.12126164138317108, + 0.13748377561569214 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.01255536638200283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03727449104189873, + 0.23367036879062653, + 0.026871316134929657, + 0.11314503848552704, + 0.2705996334552765, + 0.043148692697286606, + 0.09886026382446289, + 0.0800795704126358, + 0.07114094495773315, + 0.02520967833697796 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903226256370544 + ], + "opposite_logprob_tokens": [ + -2.4640321731567383 + ], + "logprob_reward": -0.08903226256370544, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903226256370544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03982776030898094, + 0.02557063288986683, + 0.05933728441596031, + 0.033468641340732574, + 0.3738468885421753, + 0.02341642789542675, + 0.06520967930555344, + 0.027705131098628044, + 0.18622249364852905, + 0.1653950959444046 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.08903226256370544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701442182064056 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701442182064056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701442182064056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07405784726142883, + 0.023387698456645012, + 0.019645294174551964, + 0.03269867226481438, + 0.30054593086242676, + 0.0224675964564085, + 0.0442180410027504, + 0.13019174337387085, + 0.18900500237941742, + 0.1637822389602661 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.033701442182064056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot captures a massive, pitch-black bull, its form dramatically sculpted by a single, piercing spotlight from above. In this stark black-and-white lighting, the beast's entire body is gripped by a sudden, violent tremor, a spasmodic shudder that courses through its frame from head to tail. The skin instantly tightens over its massive shoulders and powerful hips, bulging muscles, every sinew and vein illuminated by the intense light, while its underbelly is cast in impenetrable shadow. Its powerful hooves scrape against the dark, congested earth of an invisible enclosure, kicking up a small cloud of dust that momentarily catches the light. The bull's head, crowned by thick, formidable curved horns the color of pale, worn bone, snaps suddenly sideways as steam erupts from its flared nostrils, creating a tense, raw, and dangerous atmosphere of primal power poised for release.", + "seed": 10759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_1463_seed_10759_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08476397451013326, + "vlm_logprob": -0.08476397451013326, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08476397451013326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05227358266711235 + ], + "opposite_logprob_tokens": [ + -3.6772735118865967 + ], + "logprob_reward": -0.05227358266711235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.05227358266711235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17310939729213715, + 0.14796727895736694, + 0.07189375907182693, + 0.06846743822097778, + 0.13983765244483948, + 0.07628226280212402, + 0.065960593521595, + 0.07077668607234955, + 0.1417216807603836, + 0.04398328438401222 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05227358266711235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753950379788876 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006753950379788876, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753950379788876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16469234228134155, + 0.29105275869369507, + 0.1050402969121933, + 0.05570744350552559, + 0.06679845601320267, + 0.08238429576158524, + 0.06863851845264435, + 0.07455211132764816, + 0.03978445380926132, + 0.05134933814406395 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006753950379788876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371366113424301 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371366113424301, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371366113424301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13228005170822144, + 0.3763361871242523, + 0.24178282916545868, + 0.022610554471611977, + 0.030680671334266663, + 0.06442587822675705, + 0.06565342098474503, + 0.02599898912012577, + 0.02674861066043377, + 0.013482796028256416 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03371366113424301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209397077560425 + ], + "opposite_logprob_tokens": [ + -1.502094030380249 + ], + "logprob_reward": -0.25209397077560425, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209397077560425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0938074067234993, + 0.18035441637039185, + 0.2102799117565155, + 0.04747231677174568, + 0.16061340272426605, + 0.04300801083445549, + 0.06390983611345291, + 0.06194782257080078, + 0.0919923260807991, + 0.04661456495523453 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.25209397077560425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898470759391785 + ], + "opposite_logprob_tokens": [ + -2.5789847373962402 + ], + "logprob_reward": -0.07898470759391785, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898470759391785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0881214439868927, + 0.05705556645989418, + 0.08949345350265503, + 0.12688717246055603, + 0.13783523440361023, + 0.09623763710260391, + 0.12167607992887497, + 0.12392876297235489, + 0.08830646425485611, + 0.07045814394950867 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.07898470759391785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot captures a massive, pitch-black bull, its form dramatically sculpted by a single, piercing spotlight from above. In this stark black-and-white lighting, the beast's entire body is gripped by a sudden, violent tremor, a spasmodic shudder that courses through its frame from head to tail. The skin instantly tightens over its massive shoulders and powerful hips, bulging muscles, every sinew and vein illuminated by the intense light, while its underbelly is cast in impenetrable shadow. Its powerful hooves scrape against the dark, congested earth of an invisible enclosure, kicking up a small cloud of dust that momentarily catches the light. The bull's head, crowned by thick, formidable curved horns the color of pale, worn bone, snaps suddenly sideways as steam erupts from its flared nostrils, creating a tense, raw, and dangerous atmosphere of primal power poised for release.", + "seed": 10760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_7/index_1463_seed_10760_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08483013361692429, + "vlm_logprob": -0.08483013361692429, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.08483013361692429, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053891390562057495 + ], + "opposite_logprob_tokens": [ + -3.30389142036438 + ], + "logprob_reward": -0.053891390562057495, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.053891390562057495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17970913648605347, + 0.04992540180683136, + 0.05141105875372887, + 0.05576745793223381, + 0.022868741303682327, + 0.0314597524702549, + 0.08691579103469849, + 0.14202767610549927, + 0.331044465303421, + 0.0488705113530159 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.053891390562057495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012569021433591843 + ], + "opposite_logprob_tokens": [ + -4.387568950653076 + ], + "logprob_reward": -0.012569021433591843, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012569021433591843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305123120546341, + 0.12062634527683258, + 0.05235021933913231, + 0.032838497310876846, + 0.02614869922399521, + 0.021786481142044067, + 0.0994194746017456, + 0.30093851685523987, + 0.055735308676958084, + 0.15964418649673462 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.012569021433591843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004504650831223 + ], + "opposite_logprob_tokens": [ + -2.695044994354248 + ], + "logprob_reward": -0.07004504650831223, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004504650831223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15283268690109253, + 0.2761806845664978, + 0.07483074814081192, + 0.04205571115016937, + 0.07571107894182205, + 0.038795389235019684, + 0.10412966459989548, + 0.06278721243143082, + 0.11513987928628922, + 0.05753691494464874 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07004504650831223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557350993156433 + ], + "opposite_logprob_tokens": [ + -1.6005735397338867 + ], + "logprob_reward": -0.22557350993156433, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557350993156433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08494831621646881, + 0.051823463290929794, + 0.037465572357177734, + 0.03483973443508148, + 0.05187798663973808, + 0.04835366830229759, + 0.20314306020736694, + 0.1241283193230629, + 0.25184881687164307, + 0.11157108098268509 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.22557350993156433 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of a massive bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull pitch-black with pale, worn bone-colored curved horns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single piercing spotlight from above creating stark black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bull exhibit a violent tremor or spasmodic shudder coursing through its frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's head snap sideways while steam erupts from its flared nostrils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062071699649095535 + ], + "opposite_logprob_tokens": [ + -2.8120718002319336 + ], + "logprob_reward": -0.062071699649095535, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062071699649095535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062073275446891785, + 0.0642833337187767, + 0.06312860548496246, + 0.015121689066290855, + 0.028982408344745636, + 0.049139250069856644, + 0.3300221562385559, + 0.07625030726194382, + 0.1319437474012375, + 0.17905522882938385 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.062071699649095535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_tensor([4746, 4746])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_tensor([4746, 4746])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7027e305dfcd617c48d6423e9fb1ef6073c78e39 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_tensor([4746, 4746])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic close-up, captured from a level angle, the camera remains stationary, focused on the face of a middle-aged mother, striving for the ultimate in photographic realism. Soft afternoon sunlight slants in through a side window, like a warm spotlight, perfectly illuminating every detail of her face. Her raven hair, streaked with silver strands, is elegantly tied back, a few loose strands cascading down her cheeks. A genuine, deeply warm smile slowly unfolds across her face, and the corners of her eyes curve in joy, forming fine crow's feet. These marks of time, in the soft light, far from appearing aged, are instead imbued with a sense of story and kindness. The light precisely accentuates the natural texture of her skin, even revealing pores and subtle freckles. Her deep brown eyes gleam with contentment and joy, as if reflecting all that she holds dear. The whole picture is in warm tones, and the background is softly blurred by the shallow depth of field, creating a peaceful, intimate and affectionate atmosphere. Every detail is extremely realistic, making this loving moment seem to be frozen in time.", + "seed": 259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_4746_seed_259_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08925309646874666, + "vlm_logprob": -0.08925309646874666, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.08925309646874666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0027607681695371866 + ], + "opposite_logprob_tokens": [ + -6.252760887145996 + ], + "logprob_reward": -0.0027607681695371866, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0027607681695371866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19117306172847748, + 0.06673776358366013, + 0.024341650307178497, + 0.02425994724035263, + 0.04209436476230621, + 0.036091431975364685, + 0.013770267367362976, + 0.03160534426569939, + 0.07344602048397064, + 0.4964800775051117 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0027607681695371866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4291152060031891 + ], + "opposite_logprob_tokens": [ + -1.0541151762008667 + ], + "logprob_reward": -0.4291152060031891, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4291152060031891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18183541297912598, + 0.06032416969537735, + 0.03321097046136856, + 0.023540426045656204, + 0.056214720010757446, + 0.026482466608285904, + 0.01738661713898182, + 0.08981972932815552, + 0.06961124390363693, + 0.44157418608665466 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.4291152060031891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024926564656198025 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024926564656198025, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024926564656198025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1211102083325386, + 0.09882780909538269, + 0.03976410627365112, + 0.028742026537656784, + 0.024109166115522385, + 0.04963529109954834, + 0.04503607004880905, + 0.06464961916208267, + 0.22572925686836243, + 0.3023964762687683 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0024926564656198025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110840555280447 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.0110840555280447, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110840555280447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25877314805984497, + 0.1067008450627327, + 0.09573198109865189, + 0.05035854130983353, + 0.03161091357469559, + 0.02627258002758026, + 0.04650324583053589, + 0.08076895028352737, + 0.05537622049450874, + 0.24790358543395996 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0110840555280447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008127961773425341 + ], + "opposite_logprob_tokens": [ + -7.125813007354736 + ], + "logprob_reward": -0.0008127961773425341, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008127961773425341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12826232612133026, + 0.057479847222566605, + 0.07645473629236221, + 0.0664512887597084, + 0.0410514697432518, + 0.043666936457157135, + 0.043013159185647964, + 0.061688199639320374, + 0.4226442873477936, + 0.05928770452737808 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0008127961773425341 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, captured from a level angle, the camera remains stationary, focused on the face of a middle-aged mother, striving for the ultimate in photographic realism. Soft afternoon sunlight slants in through a side window, like a warm spotlight, perfectly illuminating every detail of her face. Her raven hair, streaked with silver strands, is elegantly tied back, a few loose strands cascading down her cheeks. A genuine, deeply warm smile slowly unfolds across her face, and the corners of her eyes curve in joy, forming fine crow's feet. These marks of time, in the soft light, far from appearing aged, are instead imbued with a sense of story and kindness. The light precisely accentuates the natural texture of her skin, even revealing pores and subtle freckles. Her deep brown eyes gleam with contentment and joy, as if reflecting all that she holds dear. The whole picture is in warm tones, and the background is softly blurred by the shallow depth of field, creating a peaceful, intimate and affectionate atmosphere. Every detail is extremely realistic, making this loving moment seem to be frozen in time.", + "seed": 260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_4746_seed_260_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07549674696056172, + "vlm_logprob": -0.07549674696056172, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.07549674696056172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0070831854827702045 + ], + "opposite_logprob_tokens": [ + -5.007083415985107 + ], + "logprob_reward": -0.0070831854827702045, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0070831854827702045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4448014199733734, + 0.08272617310285568, + 0.050054166465997696, + 0.09140405803918839, + 0.040782004594802856, + 0.039671704173088074, + 0.11377112567424774, + 0.07514651119709015, + 0.03084511123597622, + 0.030797764658927917 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0070831854827702045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993396520614624 + ], + "opposite_logprob_tokens": [ + -1.804934024810791 + ], + "logprob_reward": -0.17993396520614624, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993396520614624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31761667132377625, + 0.09009400755167007, + 0.030516913160681725, + 0.05596255138516426, + 0.02740637958049774, + 0.026713451370596886, + 0.34724482893943787, + 0.03461694344878197, + 0.034287601709365845, + 0.03554067015647888 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.17993396520614624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784122928977013 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784122928977013, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784122928977013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17411427199840546, + 0.16868413984775543, + 0.09949791431427002, + 0.05320298299193382, + 0.03447027504444122, + 0.11651311069726944, + 0.10594615340232849, + 0.07191073894500732, + 0.13075025379657745, + 0.04491014406085014 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009784122928977013 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799648404121399 + ], + "opposite_logprob_tokens": [ + -1.8049647808074951 + ], + "logprob_reward": -0.1799648404121399, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799648404121399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08900722116231918, + 0.06739328801631927, + 0.051521122455596924, + 0.05902206152677536, + 0.07479626685380936, + 0.057263944298028946, + 0.05284953862428665, + 0.45415011048316956, + 0.08199989795684814, + 0.011996599845588207 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.1799648404121399 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007176207727752626 + ], + "opposite_logprob_tokens": [ + -7.250717639923096 + ], + "logprob_reward": -0.0007176207727752626, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007176207727752626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0922141820192337, + 0.06619018316268921, + 0.05461859703063965, + 0.04357714205980301, + 0.025875093415379524, + 0.02572912722826004, + 0.06391730159521103, + 0.4188756048679352, + 0.13020679354667664, + 0.07879602909088135 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0007176207727752626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, captured from a level angle, the camera remains stationary, focused on the face of a middle-aged mother, striving for the ultimate in photographic realism. Soft afternoon sunlight slants in through a side window, like a warm spotlight, perfectly illuminating every detail of her face. Her raven hair, streaked with silver strands, is elegantly tied back, a few loose strands cascading down her cheeks. A genuine, deeply warm smile slowly unfolds across her face, and the corners of her eyes curve in joy, forming fine crow's feet. These marks of time, in the soft light, far from appearing aged, are instead imbued with a sense of story and kindness. The light precisely accentuates the natural texture of her skin, even revealing pores and subtle freckles. Her deep brown eyes gleam with contentment and joy, as if reflecting all that she holds dear. The whole picture is in warm tones, and the background is softly blurred by the shallow depth of field, creating a peaceful, intimate and affectionate atmosphere. Every detail is extremely realistic, making this loving moment seem to be frozen in time.", + "seed": 261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_4746_seed_261_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21157294479198754, + "vlm_logprob": -0.21157294479198754, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.21157294479198754, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007241904269903898 + ], + "opposite_logprob_tokens": [ + -5.007241725921631 + ], + "logprob_reward": -0.007241904269903898, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007241904269903898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17665404081344604, + 0.1619320511817932, + 0.04529668763279915, + 0.15022559463977814, + 0.26803645491600037, + 0.03168092295527458, + 0.06315217167139053, + 0.0265797208994627, + 0.034608714282512665, + 0.04183361306786537 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.007241904269903898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934599280357361 + ], + "opposite_logprob_tokens": [ + -0.6934599280357361 + ], + "logprob_reward": -0.6934599280357361, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934599280357361, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10782980918884277, + 0.3826262354850769, + 0.05412710830569267, + 0.23448529839515686, + 0.09953377395868301, + 0.022260596975684166, + 0.03769358992576599, + 0.02638014778494835, + 0.02417430840432644, + 0.010889152996242046 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.6934599280357361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262807011604309 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005262807011604309, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262807011604309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07505939900875092, + 0.14363479614257812, + 0.05851361155509949, + 0.2452363222837448, + 0.04652480036020279, + 0.08429958671331406, + 0.07451479882001877, + 0.07201925665140152, + 0.14132216572761536, + 0.05887532979249954 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.005262807011604309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3490801155567169 + ], + "opposite_logprob_tokens": [ + -1.2240800857543945 + ], + "logprob_reward": -0.3490801155567169, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3490801155567169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07342725992202759, + 0.09561163932085037, + 0.14633719623088837, + 0.046098560094833374, + 0.41029906272888184, + 0.10513543337583542, + 0.044254954904317856, + 0.030402446165680885, + 0.013425013981759548, + 0.03500846028327942 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.3490801155567169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028199690859764814 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028199690859764814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028199690859764814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04890265315771103, + 0.08918162435293198, + 0.12725606560707092, + 0.08426111191511154, + 0.3483099639415741, + 0.04804962873458862, + 0.08398448675870895, + 0.07426994293928146, + 0.056538693606853485, + 0.03924588859081268 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0028199690859764814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic close-up, captured from a level angle, the camera remains stationary, focused on the face of a middle-aged mother, striving for the ultimate in photographic realism. Soft afternoon sunlight slants in through a side window, like a warm spotlight, perfectly illuminating every detail of her face. Her raven hair, streaked with silver strands, is elegantly tied back, a few loose strands cascading down her cheeks. A genuine, deeply warm smile slowly unfolds across her face, and the corners of her eyes curve in joy, forming fine crow's feet. These marks of time, in the soft light, far from appearing aged, are instead imbued with a sense of story and kindness. The light precisely accentuates the natural texture of her skin, even revealing pores and subtle freckles. Her deep brown eyes gleam with contentment and joy, as if reflecting all that she holds dear. The whole picture is in warm tones, and the background is softly blurred by the shallow depth of field, creating a peaceful, intimate and affectionate atmosphere. Every detail is extremely realistic, making this loving moment seem to be frozen in time.", + "seed": 262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_8/index_4746_seed_262_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11345443148165942, + "vlm_logprob": -0.11345443148165942, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.11345443148165942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01042562909424305 + ], + "opposite_logprob_tokens": [ + -4.635425567626953 + ], + "logprob_reward": -0.01042562909424305, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01042562909424305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35152265429496765, + 0.0801427811384201, + 0.10118860006332397, + 0.06085030734539032, + 0.08031443506479263, + 0.07928445935249329, + 0.0852004736661911, + 0.0675005093216896, + 0.06250245869159698, + 0.031493306159973145 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01042562909424305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22569213807582855 + ], + "opposite_logprob_tokens": [ + -1.6006921529769897 + ], + "logprob_reward": -0.22569213807582855, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22569213807582855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1788863241672516, + 0.2888767123222351, + 0.13360685110092163, + 0.07208013534545898, + 0.0487159788608551, + 0.032314274460077286, + 0.054694764316082, + 0.0728919580578804, + 0.04672956094145775, + 0.07120341062545776 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22569213807582855 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073880717158318 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073880717158318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073880717158318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2362537682056427, + 0.06211033836007118, + 0.30233708024024963, + 0.058468807488679886, + 0.08032562583684921, + 0.09601005911827087, + 0.03977334871888161, + 0.037039414048194885, + 0.033538948744535446, + 0.05414261296391487 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.016073880717158318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135666251182556 + ], + "opposite_logprob_tokens": [ + -1.3135666847229004 + ], + "logprob_reward": -0.3135666251182556, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135666251182556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15717628598213196, + 0.15731731057167053, + 0.25061994791030884, + 0.08636718988418579, + 0.08656273782253265, + 0.11365900188684464, + 0.02310275286436081, + 0.05424405261874199, + 0.04642954468727112, + 0.024521220475435257 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.3135666251182556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on the face of a middle-aged woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have raven hair with silver strands tied back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman displaying a genuine smile with visible crow's feet around her eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft afternoon sunlight coming from a side window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at a level angle with a softly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015138844028115273 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015138844028115273, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015138844028115273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14327245950698853, + 0.15352731943130493, + 0.07929520308971405, + 0.0603041909635067, + 0.10525596886873245, + 0.07856273651123047, + 0.07001151144504547, + 0.18423838913440704, + 0.024568088352680206, + 0.10096406936645508 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0015138844028115273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_tensor([5173, 5173])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_tensor([5173, 5173])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e28b47f1c7362f118d187a4569253797727d20d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_tensor([5173, 5173])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, extremely close-up, static shot focuses with macroscopic precision on a single, gleaming icicle suspended from the cool, dark gray metal of a balcony railing. The icicle itself is translucent, revealing subtle internal cracks and trapped air bubbles, its surface damp and shimmering. Cold winter sunlight, piercing the ice at an angle, causes the light to shimmer beautifully. At the very tip of the icicle, a perfectly spherical drop of water expands, its surface tension holding it precariously in place, reflecting a distorted, miniature version of the blurred, out-of-focus winter scene outside. As more meltwater pours in from above, the drop slowly and deliberately elongates, stretching downward under its own weight. The point of connection thins into a fragile, transparent thread until, silently and inevitably, it drops out of the frame, the tip of the icicle momentarily exposed before the next drop begins to form, creating an atmosphere of tranquility, concentration, and contemplation.", + "seed": 23990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_5173_seed_23990_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02266707196831703, + "vlm_logprob": -0.02266707196831703, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02266707196831703, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009277448058128357 + ], + "opposite_logprob_tokens": [ + -5.38427734375 + ], + "logprob_reward": -0.009277448058128357, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.009277448058128357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12604361772537231, + 0.05123205482959747, + 0.14850592613220215, + 0.140772745013237, + 0.0700160562992096, + 0.08332846313714981, + 0.20371770858764648, + 0.042156267911195755, + 0.08618830144405365, + 0.04803887754678726 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.009277448058128357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655413053929806 + ], + "opposite_logprob_tokens": [ + -4.758655548095703 + ], + "logprob_reward": -0.008655413053929806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655413053929806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2803754210472107, + 0.12640157341957092, + 0.18658848106861115, + 0.11428491771221161, + 0.0565626285970211, + 0.031930677592754364, + 0.10387115180492401, + 0.03915136680006981, + 0.03268115594983101, + 0.028152624145150185 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008655413053929806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810877725481987 + ], + "opposite_logprob_tokens": [ + -3.2881088256835938 + ], + "logprob_reward": -0.03810877725481987, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810877725481987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1389015018939972, + 0.07575905323028564, + 0.17254099249839783, + 0.17270760238170624, + 0.06400533020496368, + 0.07044611126184464, + 0.21385428309440613, + 0.023540299385786057, + 0.03256997466087341, + 0.03567487746477127 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.03810877725481987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079499155282974 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.043079499155282974, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079499155282974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0754927471280098, + 0.0837792158126831, + 0.0772857740521431, + 0.07514249533414841, + 0.04641439765691757, + 0.3231768012046814, + 0.1333341896533966, + 0.08520940691232681, + 0.03226456046104431, + 0.06790041923522949 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.043079499155282974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214222319424152 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014214222319424152, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214222319424152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10857855528593063, + 0.05606464669108391, + 0.03812459856271744, + 0.11571118980646133, + 0.07318015396595001, + 0.1743522733449936, + 0.11100932955741882, + 0.10098864138126373, + 0.08854200690984726, + 0.13344860076904297 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.014214222319424152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, extremely close-up, static shot focuses with macroscopic precision on a single, gleaming icicle suspended from the cool, dark gray metal of a balcony railing. The icicle itself is translucent, revealing subtle internal cracks and trapped air bubbles, its surface damp and shimmering. Cold winter sunlight, piercing the ice at an angle, causes the light to shimmer beautifully. At the very tip of the icicle, a perfectly spherical drop of water expands, its surface tension holding it precariously in place, reflecting a distorted, miniature version of the blurred, out-of-focus winter scene outside. As more meltwater pours in from above, the drop slowly and deliberately elongates, stretching downward under its own weight. The point of connection thins into a fragile, transparent thread until, silently and inevitably, it drops out of the frame, the tip of the icicle momentarily exposed before the next drop begins to form, creating an atmosphere of tranquility, concentration, and contemplation.", + "seed": 23991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_5173_seed_23991_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02965962905436754, + "vlm_logprob": -0.02965962905436754, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.02965962905436754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009826737456023693 + ], + "opposite_logprob_tokens": [ + -4.88482666015625 + ], + "logprob_reward": -0.009826737456023693, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009826737456023693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04049145430326462, + 0.09280500560998917, + 0.20385248959064484, + 0.20267798006534576, + 0.18615390360355377, + 0.1578860729932785, + 0.06602954119443893, + 0.019779864698648453, + 0.01399050373584032, + 0.01633312739431858 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.009826737456023693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331031858921051 + ], + "opposite_logprob_tokens": [ + -3.773310422897339 + ], + "logprob_reward": -0.02331031858921051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331031858921051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06532321870326996, + 0.017434148117899895, + 0.13306260108947754, + 0.07060232758522034, + 0.5361948013305664, + 0.08763542026281357, + 0.031795427203178406, + 0.02870957739651203, + 0.01662590354681015, + 0.012616492807865143 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.02331031858921051 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620526559650898 + ], + "opposite_logprob_tokens": [ + -2.8120527267456055 + ], + "logprob_reward": -0.0620526559650898, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620526559650898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11497917026281357, + 0.023730194196105003, + 0.38212093710899353, + 0.07868639379739761, + 0.08952130377292633, + 0.10102976113557816, + 0.1096653938293457, + 0.060439348220825195, + 0.013338234275579453, + 0.02648927830159664 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0620526559650898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981209009885788 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981209009885788, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981209009885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0602649562060833, + 0.02324681729078293, + 0.07643944025039673, + 0.08859311789274216, + 0.16987767815589905, + 0.22979220747947693, + 0.17233267426490784, + 0.04631752893328667, + 0.027883434668183327, + 0.105252206325531 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.02981209009885788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329634316265583 + ], + "opposite_logprob_tokens": [ + -3.773296356201172 + ], + "logprob_reward": -0.02329634316265583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329634316265583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013648767955601215, + 0.011714644730091095, + 0.0297843124717474, + 0.05280129984021187, + 0.8189327716827393, + 0.016033252701163292, + 0.019112981855869293, + 0.012038432992994785, + 0.020894281566143036, + 0.005039237439632416 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.02329634316265583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, extremely close-up, static shot focuses with macroscopic precision on a single, gleaming icicle suspended from the cool, dark gray metal of a balcony railing. The icicle itself is translucent, revealing subtle internal cracks and trapped air bubbles, its surface damp and shimmering. Cold winter sunlight, piercing the ice at an angle, causes the light to shimmer beautifully. At the very tip of the icicle, a perfectly spherical drop of water expands, its surface tension holding it precariously in place, reflecting a distorted, miniature version of the blurred, out-of-focus winter scene outside. As more meltwater pours in from above, the drop slowly and deliberately elongates, stretching downward under its own weight. The point of connection thins into a fragile, transparent thread until, silently and inevitably, it drops out of the frame, the tip of the icicle momentarily exposed before the next drop begins to form, creating an atmosphere of tranquility, concentration, and contemplation.", + "seed": 23992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_5173_seed_23992_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0855605486780405, + "vlm_logprob": -0.0855605486780405, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.0855605486780405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0514373704791069 + ], + "opposite_logprob_tokens": [ + -3.0514373779296875 + ], + "logprob_reward": -0.0514373704791069, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0514373704791069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09073903411626816, + 0.014391117729246616, + 0.02211468666791916, + 0.01875907927751541, + 0.041376303881406784, + 0.031257983297109604, + 0.02018338441848755, + 0.03220503404736519, + 0.6041991710662842, + 0.12477417290210724 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0514373704791069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870360344648361 + ], + "opposite_logprob_tokens": [ + -3.048703670501709 + ], + "logprob_reward": -0.04870360344648361, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870360344648361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13167501986026764, + 0.049885958433151245, + 0.029330715537071228, + 0.02621624432504177, + 0.02596653811633587, + 0.03892834112048149, + 0.09652580320835114, + 0.05273778736591339, + 0.4789111018180847, + 0.06982249766588211 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.04870360344648361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138938546180725 + ], + "opposite_logprob_tokens": [ + -1.4063893556594849 + ], + "logprob_reward": -0.28138938546180725, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138938546180725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28206318616867065, + 0.08894802629947662, + 0.1977495551109314, + 0.03874504193663597, + 0.038183923810720444, + 0.02112950012087822, + 0.03853324428200722, + 0.027528155595064163, + 0.18537484109401703, + 0.08174459636211395 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.28138938546180725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372172638773918 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372172638773918, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372172638773918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11174843460321426, + 0.0392221137881279, + 0.07723565399646759, + 0.02519112639129162, + 0.03059709258377552, + 0.051565151661634445, + 0.03400300443172455, + 0.05721753090620041, + 0.26345837116241455, + 0.30976152420043945 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03372172638773918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550657615065575 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550657615065575, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550657615065575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02366918884217739, + 0.016478227451443672, + 0.010158714838325977, + 0.01636279746890068, + 0.011226698756217957, + 0.005542601924389601, + 0.03145481273531914, + 0.009994352236390114, + 0.7462968230247498, + 0.12881578505039215 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.012550657615065575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, extremely close-up, static shot focuses with macroscopic precision on a single, gleaming icicle suspended from the cool, dark gray metal of a balcony railing. The icicle itself is translucent, revealing subtle internal cracks and trapped air bubbles, its surface damp and shimmering. Cold winter sunlight, piercing the ice at an angle, causes the light to shimmer beautifully. At the very tip of the icicle, a perfectly spherical drop of water expands, its surface tension holding it precariously in place, reflecting a distorted, miniature version of the blurred, out-of-focus winter scene outside. As more meltwater pours in from above, the drop slowly and deliberately elongates, stretching downward under its own weight. The point of connection thins into a fragile, transparent thread until, silently and inevitably, it drops out of the frame, the tip of the icicle momentarily exposed before the next drop begins to form, creating an atmosphere of tranquility, concentration, and contemplation.", + "seed": 23993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000106/group_9/index_5173_seed_23993_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029825612157583236, + "vlm_logprob": -0.029825612157583236, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.029825612157583236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022091377526521683 + ], + "opposite_logprob_tokens": [ + -3.8970913887023926 + ], + "logprob_reward": -0.022091377526521683, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022091377526521683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2591001093387604, + 0.07100754231214523, + 0.06853661686182022, + 0.08928926289081573, + 0.0656246468424797, + 0.13731339573860168, + 0.07478127628564835, + 0.14935603737831116, + 0.057341817766427994, + 0.027649324387311935 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.022091377526521683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989952594041824 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.054989952594041824, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989952594041824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3407331109046936, + 0.12185266613960266, + 0.09791748970746994, + 0.06588755548000336, + 0.04613448306918144, + 0.0827425867319107, + 0.04753705486655235, + 0.08408782631158829, + 0.07167807966470718, + 0.0414290577173233 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.054989952594041824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820770025253296 + ], + "opposite_logprob_tokens": [ + -3.529820680618286 + ], + "logprob_reward": -0.029820770025253296, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16469226777553558, + 0.09374399483203888, + 0.19999036192893982, + 0.1585092842578888, + 0.08227641880512238, + 0.03900890424847603, + 0.1355913132429123, + 0.03895463049411774, + 0.05181332677602768, + 0.03541947528719902 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.029820770025253296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07662145048379898, + 0.05938563495874405, + 0.04249437525868416, + 0.045701898634433746, + 0.0841006264090538, + 0.09933147579431534, + 0.16536761820316315, + 0.049975279718637466, + 0.32906803488731384, + 0.04795357584953308 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macroscopic view of a single icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the icicle translucent with visible internal cracks and trapped air bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a perfectly spherical drop of water expanding at the tip of the icicle before elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the water drop elongate and detach from the icicle, falling out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred, out-of-focus winter scene outside the balcony?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812713548541069 + ], + "opposite_logprob_tokens": [ + -3.2881271839141846 + ], + "logprob_reward": -0.03812713548541069, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812713548541069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07616324722766876, + 0.14326772093772888, + 0.06086527928709984, + 0.057262223213911057, + 0.12504543364048004, + 0.11243928223848343, + 0.17833811044692993, + 0.13907089829444885, + 0.03916553407907486, + 0.06838223338127136 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.03812713548541069 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_tensor([8454, 8454])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_tensor([8454, 8454])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..39a304f687baeb4f3618667b8d5f6a15f4436f48 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_tensor([8454, 8454])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, medium-length shot, captured with the steady observational quality of a historical documentary, remains still, overlooking the massive, ornate vessel known as Zheng He. A marvel of ancient Ming Dynasty engineering, this massive vessel is constructed from dark, weathered teak, its hull adorned with intricate, deep-relief carvings of circling dragons and auspicious cloud motifs. Its multiple decks are clearly visible, its towering masts supporting massive, heavy canvas sails, currently furled but hinting at their immense power. The ship rotates slowly, thoughtfully, and majestically in the calm, turquoise waters of the busy harbor. As it turns, the late afternoon sun casts a warm golden glow on its structure, gleaming on the polished wood and highlighting its sheer size, dwarfing the surrounding wooden docks, where tiny merchants and officials gather. The tranquil waters gently ripple around the massive hull, reflecting the deep blue sky and the ship's majestic silhouette, creating a powerful atmosphere of historical grandeur and the dawn of a new era of maritime exploration.", + "seed": 19743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_8454_seed_19743_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2828374717384577, + "vlm_logprob": -0.2828374717384577, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.2828374717384577, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4821743965148926 + ], + "opposite_logprob_tokens": [ + -0.9821743965148926 + ], + "logprob_reward": -0.4821743965148926, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4821743965148926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1702912598848343, + 0.09788593649864197, + 0.18619728088378906, + 0.037504639476537704, + 0.04525646194815636, + 0.01836487650871277, + 0.03195789456367493, + 0.019933687523007393, + 0.36677807569503784, + 0.025829922407865524 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.4821743965148926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933400630950928 + ], + "opposite_logprob_tokens": [ + -0.6933400630950928 + ], + "logprob_reward": -0.6933400630950928, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933400630950928, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2502363920211792, + 0.28590822219848633, + 0.09791199862957001, + 0.07752338796854019, + 0.021299133077263832, + 0.042748551815748215, + 0.023804835975170135, + 0.02189730294048786, + 0.1453903764486313, + 0.033279772847890854 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.6933400630950928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040629148483276 + ], + "opposite_logprob_tokens": [ + -1.9104063510894775 + ], + "logprob_reward": -0.16040629148483276, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040629148483276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2694980204105377, + 0.22206440567970276, + 0.11053803563117981, + 0.11440200358629227, + 0.028635013848543167, + 0.06252709031105042, + 0.028649665415287018, + 0.020727304741740227, + 0.11505080759525299, + 0.027907665818929672 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.16040629148483276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497201159596443 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497201159596443, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497201159596443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18639501929283142, + 0.11294353008270264, + 0.09271091222763062, + 0.07537920027971268, + 0.055172618478536606, + 0.09082081913948059, + 0.0723254457116127, + 0.0715351551771164, + 0.13194097578525543, + 0.11077636480331421 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05497201159596443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294596001505852 + ], + "opposite_logprob_tokens": [ + -3.773294687271118 + ], + "logprob_reward": -0.023294596001505852, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294596001505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5594828724861145, + 0.12622597813606262, + 0.045738328248262405, + 0.08657563477754593, + 0.049939822405576706, + 0.035312436521053314, + 0.00989142432808876, + 0.01706141047179699, + 0.042732927948236465, + 0.027039172127842903 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023294596001505852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, medium-length shot, captured with the steady observational quality of a historical documentary, remains still, overlooking the massive, ornate vessel known as Zheng He. A marvel of ancient Ming Dynasty engineering, this massive vessel is constructed from dark, weathered teak, its hull adorned with intricate, deep-relief carvings of circling dragons and auspicious cloud motifs. Its multiple decks are clearly visible, its towering masts supporting massive, heavy canvas sails, currently furled but hinting at their immense power. The ship rotates slowly, thoughtfully, and majestically in the calm, turquoise waters of the busy harbor. As it turns, the late afternoon sun casts a warm golden glow on its structure, gleaming on the polished wood and highlighting its sheer size, dwarfing the surrounding wooden docks, where tiny merchants and officials gather. The tranquil waters gently ripple around the massive hull, reflecting the deep blue sky and the ship's majestic silhouette, creating a powerful atmosphere of historical grandeur and the dawn of a new era of maritime exploration.", + "seed": 19744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_8454_seed_19744_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12605893667787313, + "vlm_logprob": -0.12605893667787313, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.12605893667787313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48956298828125 + ], + "opposite_logprob_tokens": [ + -0.98956298828125 + ], + "logprob_reward": -0.48956298828125, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48956298828125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1586490124464035, + 0.03270655870437622, + 0.06609228253364563, + 0.1061725839972496, + 0.16460619866847992, + 0.05291331186890602, + 0.05897121503949165, + 0.08700951933860779, + 0.13394267857074738, + 0.1389365941286087 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.48956298828125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899098843336105 + ], + "opposite_logprob_tokens": [ + -2.578990936279297 + ], + "logprob_reward": -0.07899098843336105, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899098843336105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15210546553134918, + 0.05601557716727257, + 0.06467835605144501, + 0.03275766223669052, + 0.23728252947330475, + 0.0785408541560173, + 0.05021871253848076, + 0.08587082475423813, + 0.06168992072343826, + 0.18084010481834412 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.07899098843336105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233067087829113 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233067087829113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233067087829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12794363498687744, + 0.04341336712241173, + 0.04514764994382858, + 0.029767166823148727, + 0.26332971453666687, + 0.039983972907066345, + 0.07555190473794937, + 0.06377972662448883, + 0.1259147971868515, + 0.1851680725812912 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0233067087829113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798321425914764 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798321425914764, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798321425914764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647130250930786, + 0.03608787804841995, + 0.09357830882072449, + 0.06309766322374344, + 0.16442589461803436, + 0.04076854884624481, + 0.037225306034088135, + 0.07825251668691635, + 0.2548731863498688, + 0.06697764247655869 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.029798321425914764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635676465928555 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635676465928555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635676465928555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1840718686580658, + 0.04737142473459244, + 0.19189028441905975, + 0.01838761754333973, + 0.14234597980976105, + 0.04257390648126602, + 0.04074927791953087, + 0.05822031944990158, + 0.21996675431728363, + 0.0544225312769413 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.008635676465928555 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, medium-length shot, captured with the steady observational quality of a historical documentary, remains still, overlooking the massive, ornate vessel known as Zheng He. A marvel of ancient Ming Dynasty engineering, this massive vessel is constructed from dark, weathered teak, its hull adorned with intricate, deep-relief carvings of circling dragons and auspicious cloud motifs. Its multiple decks are clearly visible, its towering masts supporting massive, heavy canvas sails, currently furled but hinting at their immense power. The ship rotates slowly, thoughtfully, and majestically in the calm, turquoise waters of the busy harbor. As it turns, the late afternoon sun casts a warm golden glow on its structure, gleaming on the polished wood and highlighting its sheer size, dwarfing the surrounding wooden docks, where tiny merchants and officials gather. The tranquil waters gently ripple around the massive hull, reflecting the deep blue sky and the ship's majestic silhouette, creating a powerful atmosphere of historical grandeur and the dawn of a new era of maritime exploration.", + "seed": 19745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_8454_seed_19745_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.35387688763439656, + "vlm_logprob": -0.35387688763439656, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.35387688763439656, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48600608110427856 + ], + "opposite_logprob_tokens": [ + -0.9860060811042786 + ], + "logprob_reward": -0.48600608110427856, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48600608110427856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495740383863449, + 0.158562570810318, + 0.12095502018928528, + 0.08072402328252792, + 0.09164270013570786, + 0.10826513916254044, + 0.048051267862319946, + 0.083062544465065, + 0.05766376480460167, + 0.1561155617237091 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.48600608110427856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053896427154541 + ], + "opposite_logprob_tokens": [ + -0.42889639735221863 + ], + "logprob_reward": -1.053896427154541, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053896427154541, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2396639585494995, + 0.09806555509567261, + 0.11505098640918732, + 0.0885106772184372, + 0.1129603311419487, + 0.12194117158651352, + 0.04475501924753189, + 0.06840464472770691, + 0.05429854616522789, + 0.05634913221001625 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.053896427154541 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271519809961319 + ], + "opposite_logprob_tokens": [ + -2.1271519660949707 + ], + "logprob_reward": -0.1271519809961319, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271519809961319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601792514324188, + 0.1133505329489708, + 0.15586239099502563, + 0.058392833918333054, + 0.0815061405301094, + 0.0715717226266861, + 0.03619742393493652, + 0.07826855033636093, + 0.0712314173579216, + 0.07343970239162445 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1271519809961319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902161031961441 + ], + "opposite_logprob_tokens": [ + -2.579021692276001 + ], + "logprob_reward": -0.07902161031961441, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902161031961441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14337316155433655, + 0.1075192391872406, + 0.06327735632658005, + 0.04220706224441528, + 0.07525088638067245, + 0.10771621763706207, + 0.024706484749913216, + 0.0673641785979271, + 0.12682092189788818, + 0.24176442623138428 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07902161031961441 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308338597416878 + ], + "opposite_logprob_tokens": [ + -3.773308277130127 + ], + "logprob_reward": -0.023308338597416878, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308338597416878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12691129744052887, + 0.07009796053171158, + 0.062678761780262, + 0.051720213145017624, + 0.07413623481988907, + 0.045874763280153275, + 0.055594589561223984, + 0.13284416496753693, + 0.11782116442918777, + 0.2623208463191986 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.023308338597416878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, medium-length shot, captured with the steady observational quality of a historical documentary, remains still, overlooking the massive, ornate vessel known as Zheng He. A marvel of ancient Ming Dynasty engineering, this massive vessel is constructed from dark, weathered teak, its hull adorned with intricate, deep-relief carvings of circling dragons and auspicious cloud motifs. Its multiple decks are clearly visible, its towering masts supporting massive, heavy canvas sails, currently furled but hinting at their immense power. The ship rotates slowly, thoughtfully, and majestically in the calm, turquoise waters of the busy harbor. As it turns, the late afternoon sun casts a warm golden glow on its structure, gleaming on the polished wood and highlighting its sheer size, dwarfing the surrounding wooden docks, where tiny merchants and officials gather. The tranquil waters gently ripple around the massive hull, reflecting the deep blue sky and the ship's majestic silhouette, creating a powerful atmosphere of historical grandeur and the dawn of a new era of maritime exploration.", + "seed": 19746, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_0/index_8454_seed_19746_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13987725153565406, + "vlm_logprob": -0.13987725153565406, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.13987725153565406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4813670516014099 + ], + "opposite_logprob_tokens": [ + -0.9813670516014099 + ], + "logprob_reward": -0.4813670516014099, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4813670516014099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09343352913856506, + 0.04978550598025322, + 0.12638071179389954, + 0.24026094377040863, + 0.0513356477022171, + 0.06784319877624512, + 0.09328214079141617, + 0.1693863868713379, + 0.05697401240468025, + 0.05131791532039642 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.4813670516014099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281533658504486 + ], + "opposite_logprob_tokens": [ + -2.017815351486206 + ], + "logprob_reward": -0.14281533658504486, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281533658504486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09946441650390625, + 0.051869552582502365, + 0.07994164526462555, + 0.04639139771461487, + 0.02713829278945923, + 0.06237109750509262, + 0.025131871923804283, + 0.4591481387615204, + 0.04241390526294708, + 0.1061297208070755 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.14281533658504486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721957355737686 + ], + "opposite_logprob_tokens": [ + -3.408721923828125 + ], + "logprob_reward": -0.033721957355737686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721957355737686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1050991341471672, + 0.09317968785762787, + 0.05511702224612236, + 0.09152112156152725, + 0.05897515267133713, + 0.04109186306595802, + 0.04798366129398346, + 0.3455822765827179, + 0.07355961203575134, + 0.08789042383432388 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.033721957355737686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08735553175210953, + 0.07727734744548798, + 0.1671963781118393, + 0.2620540261268616, + 0.028546633198857307, + 0.0775238424539566, + 0.054728914052248, + 0.08229517191648483, + 0.07533309608697891, + 0.08768900483846664 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.023292383179068565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle overlooking the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive ancient vessel constructed from dark, weathered teak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hull adorned with deep-relief carvings of circling dragons and cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship rotate slowly in calm, turquoise waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a late afternoon sun casting a warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189528957009315 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189528957009315, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189528957009315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3656988739967346, + 0.0376477986574173, + 0.05816579610109329, + 0.02495522052049637, + 0.039070360362529755, + 0.03989146277308464, + 0.0414910651743412, + 0.13248185813426971, + 0.03853120654821396, + 0.22206632792949677 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.018189528957009315 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_tensor([3966, 3966])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_tensor([3966, 3966])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8875636577431709b8c17f0fbd09672f56bd03e4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_tensor([3966, 3966])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, sweeping drone shot follows a massive industrial robotic arm, its bright yellow paint job crisscrossed with intricate hydraulic lines and cables, as it assembles an unpainted car body frame. The arm moves with balletic precision and power, its spot welding tool at its end swiftly and decisively contacting a specific joint in the metal frame. A burst of dazzling blue-white sparks briefly illuminates the surroundings. The backdrop is a vast, cavernous automotive factory floor, where endless rows of conveyor belts slowly move other car bodies. In the distance, other robotic arms work in sync, creating a rhythmic industrial symphony. The space is bathed in the even light of cool, high-bay ceiling fixtures, casting sharp shadows across the polished concrete floor and silver-gray metal surfaces. The image exudes a cool, industrial aesthetic, imbued with a sense of technological power, scale, and the focus of highly automated production. Each flash of weld adds a touch of drama to this metallic world.", + "seed": 10522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_3966_seed_10522_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.050548428064212204, + "vlm_logprob": -0.050548428064212204, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.050548428064212204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028765511233359575 + ], + "opposite_logprob_tokens": [ + -6.0028767585754395 + ], + "logprob_reward": -0.0028765511233359575, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0028765511233359575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12047568708658218, + 0.2948199510574341, + 0.050205402076244354, + 0.05519850179553032, + 0.032700516283512115, + 0.09723993390798569, + 0.028455451130867004, + 0.2122705727815628, + 0.0700385645031929, + 0.03859535604715347 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0028765511233359575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560234367847443 + ], + "opposite_logprob_tokens": [ + -1.600602388381958 + ], + "logprob_reward": -0.22560234367847443, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560234367847443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12242981791496277, + 0.28974899649620056, + 0.03669816628098488, + 0.10821057856082916, + 0.09180035442113876, + 0.16385222971439362, + 0.03020421415567398, + 0.06632725149393082, + 0.056062404066324234, + 0.034665968269109726 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.22560234367847443 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100368358194828 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100368358194828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100368358194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33959081768989563, + 0.2115648239850998, + 0.03941931948065758, + 0.04434128850698471, + 0.016041355207562447, + 0.08992505818605423, + 0.07719968259334564, + 0.08588782697916031, + 0.048932723701000214, + 0.047097038477659225 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004100368358194828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13282305002212524, + 0.5742863416671753, + 0.0474008247256279, + 0.04477614909410477, + 0.019190428778529167, + 0.04598036780953407, + 0.004276568535715342, + 0.04358966648578644, + 0.052865929901599884, + 0.034810613840818405 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.007626228500157595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536648660898209 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536648660898209, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536648660898209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18934506177902222, + 0.4732702374458313, + 0.03889724612236023, + 0.04046785086393356, + 0.03636409342288971, + 0.03397903963923454, + 0.01949296146631241, + 0.04375099763274193, + 0.03911002352833748, + 0.08532249927520752 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012536648660898209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, sweeping drone shot follows a massive industrial robotic arm, its bright yellow paint job crisscrossed with intricate hydraulic lines and cables, as it assembles an unpainted car body frame. The arm moves with balletic precision and power, its spot welding tool at its end swiftly and decisively contacting a specific joint in the metal frame. A burst of dazzling blue-white sparks briefly illuminates the surroundings. The backdrop is a vast, cavernous automotive factory floor, where endless rows of conveyor belts slowly move other car bodies. In the distance, other robotic arms work in sync, creating a rhythmic industrial symphony. The space is bathed in the even light of cool, high-bay ceiling fixtures, casting sharp shadows across the polished concrete floor and silver-gray metal surfaces. The image exudes a cool, industrial aesthetic, imbued with a sense of technological power, scale, and the focus of highly automated production. Each flash of weld adds a touch of drama to this metallic world.", + "seed": 10523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_3966_seed_10523_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042443920485675336, + "vlm_logprob": -0.042443920485675336, + "vlm_yes_no_margin": 3.899999976158142, + "vlm_token_credit": -0.042443920485675336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004947562236338854 + ], + "opposite_logprob_tokens": [ + -5.379947662353516 + ], + "logprob_reward": -0.004947562236338854, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004947562236338854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09711375087499619, + 0.0577821359038353, + 0.31370681524276733, + 0.08130716532468796, + 0.04633055999875069, + 0.18080109357833862, + 0.036998871713876724, + 0.041214507073163986, + 0.11182402074337006, + 0.03292112052440643 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.004947562236338854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270977109670639 + ], + "opposite_logprob_tokens": [ + -2.1270976066589355 + ], + "logprob_reward": -0.1270977109670639, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270977109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052729781717061996, + 0.08806920051574707, + 0.30184781551361084, + 0.16929972171783447, + 0.05902371555566788, + 0.13668987154960632, + 0.03151495382189751, + 0.023257292807102203, + 0.0990825742483139, + 0.038485076278448105 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.1270977109670639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09350995719432831, + 0.060057383030653, + 0.30315956473350525, + 0.06282579153776169, + 0.03970814496278763, + 0.31404370069503784, + 0.03798431158065796, + 0.04193233698606491, + 0.02973160892724991, + 0.01704714260995388 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.004644202534109354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495249107480049 + ], + "opposite_logprob_tokens": [ + -2.929952383041382 + ], + "logprob_reward": -0.05495249107480049, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495249107480049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18309533596038818, + 0.15001165866851807, + 0.2137669026851654, + 0.05686583369970322, + 0.06816139817237854, + 0.08363880962133408, + 0.08244866132736206, + 0.09950046986341476, + 0.02409437671303749, + 0.0384165495634079 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.05495249107480049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057763561606407 + ], + "opposite_logprob_tokens": [ + -3.8955776691436768 + ], + "logprob_reward": -0.02057763561606407, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057763561606407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1565079391002655, + 0.15629544854164124, + 0.37742263078689575, + 0.050438351929187775, + 0.03475509211421013, + 0.08253918588161469, + 0.05114562064409256, + 0.02687101624906063, + 0.04405473545193672, + 0.019969966262578964 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02057763561606407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, sweeping drone shot follows a massive industrial robotic arm, its bright yellow paint job crisscrossed with intricate hydraulic lines and cables, as it assembles an unpainted car body frame. The arm moves with balletic precision and power, its spot welding tool at its end swiftly and decisively contacting a specific joint in the metal frame. A burst of dazzling blue-white sparks briefly illuminates the surroundings. The backdrop is a vast, cavernous automotive factory floor, where endless rows of conveyor belts slowly move other car bodies. In the distance, other robotic arms work in sync, creating a rhythmic industrial symphony. The space is bathed in the even light of cool, high-bay ceiling fixtures, casting sharp shadows across the polished concrete floor and silver-gray metal surfaces. The image exudes a cool, industrial aesthetic, imbued with a sense of technological power, scale, and the focus of highly automated production. Each flash of weld adds a touch of drama to this metallic world.", + "seed": 10524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_3966_seed_10524_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0317693326389417, + "vlm_logprob": -0.0317693326389417, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.0317693326389417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0018537732539698482 + ], + "opposite_logprob_tokens": [ + -6.876853942871094 + ], + "logprob_reward": -0.0018537732539698482, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0018537732539698482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1167827770113945, + 0.07325867563486099, + 0.0744614526629448, + 0.0682605430483818, + 0.05705595016479492, + 0.09095490723848343, + 0.1969442367553711, + 0.18969522416591644, + 0.05073433369398117, + 0.08185195177793503 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0018537732539698482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706926465034485 + ], + "opposite_logprob_tokens": [ + -2.1270692348480225 + ], + "logprob_reward": -0.12706926465034485, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706926465034485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08769479393959045, + 0.05678058788180351, + 0.05489767715334892, + 0.05318396911025047, + 0.03208617866039276, + 0.07344847172498703, + 0.221103236079216, + 0.33844128251075745, + 0.0565791092813015, + 0.02578473649919033 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.12706926465034485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031969649717211723 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031969649717211723, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031969649717211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25209394097328186, + 0.07736756652593613, + 0.18685917556285858, + 0.07070774585008621, + 0.05310133099555969, + 0.06035742536187172, + 0.07999926060438156, + 0.0697707086801529, + 0.0907205194234848, + 0.05902229994535446 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0031969649717211723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189658686518669 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.014189658686518669, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189658686518669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10704243928194046, + 0.027007147669792175, + 0.023719318211078644, + 0.11028344929218292, + 0.04335029050707817, + 0.08125250786542892, + 0.06101551279425621, + 0.23939184844493866, + 0.28068962693214417, + 0.026247920468449593 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.014189658686518669 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19369040429592133, + 0.042557768523693085, + 0.06231657788157463, + 0.06211293861269951, + 0.028650972992181778, + 0.06275787949562073, + 0.045578066259622574, + 0.44231945276260376, + 0.03368734195828438, + 0.02632860653102398 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.012537001632153988 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, sweeping drone shot follows a massive industrial robotic arm, its bright yellow paint job crisscrossed with intricate hydraulic lines and cables, as it assembles an unpainted car body frame. The arm moves with balletic precision and power, its spot welding tool at its end swiftly and decisively contacting a specific joint in the metal frame. A burst of dazzling blue-white sparks briefly illuminates the surroundings. The backdrop is a vast, cavernous automotive factory floor, where endless rows of conveyor belts slowly move other car bodies. In the distance, other robotic arms work in sync, creating a rhythmic industrial symphony. The space is bathed in the even light of cool, high-bay ceiling fixtures, casting sharp shadows across the polished concrete floor and silver-gray metal surfaces. The image exudes a cool, industrial aesthetic, imbued with a sense of technological power, scale, and the focus of highly automated production. Each flash of weld adds a touch of drama to this metallic world.", + "seed": 10525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_1/index_3966_seed_10525_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043010345194488764, + "vlm_logprob": -0.043010345194488764, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.043010345194488764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004055490717291832 + ], + "opposite_logprob_tokens": [ + -5.629055500030518 + ], + "logprob_reward": -0.004055490717291832, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004055490717291832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130668506026268, + 0.03947068005800247, + 0.07476787269115448, + 0.1176881194114685, + 0.027314623817801476, + 0.01625649631023407, + 0.04312829300761223, + 0.057032808661460876, + 0.08799875527620316, + 0.40567392110824585 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.004055490717291832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799289882183075 + ], + "opposite_logprob_tokens": [ + -1.8049290180206299 + ], + "logprob_reward": -0.1799289882183075, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799289882183075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10550981760025024, + 0.1254069060087204, + 0.05493437126278877, + 0.05848527327179909, + 0.01982615329325199, + 0.04721551761031151, + 0.052101019769907, + 0.08867723494768143, + 0.07227721810340881, + 0.3755664825439453 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.1799289882183075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33197104930877686, + 0.10121610015630722, + 0.0618160143494606, + 0.07576898485422134, + 0.03198782727122307, + 0.046860214322805405, + 0.0626463070511818, + 0.0783872976899147, + 0.11416009813547134, + 0.09518612921237946 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625163532793522 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625163532793522, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625163532793522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16918541491031647, + 0.06073062866926193, + 0.05392532795667648, + 0.11684855818748474, + 0.06248176470398903, + 0.045998938381671906, + 0.06759867072105408, + 0.12478135526180267, + 0.08113423734903336, + 0.21731512248516083 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.007625163532793522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive industrial robotic arm with bright yellow paint and hydraulic lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm assembling an unpainted car body frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spot welding tool contact a specific joint in the metal frame producing blue-white sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast automotive factory floor with rows of conveyor belts moving other car bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool high-bay ceiling fixtures casting sharp shadows on polished concrete and silver-gray metal surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3069574236869812, + 0.045161183923482895, + 0.04855399951338768, + 0.09687474370002747, + 0.1327136904001236, + 0.024366185069084167, + 0.048011645674705505, + 0.058626145124435425, + 0.1128893792629242, + 0.1258455514907837 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.018184494227170944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_tensor([3912, 3912])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_tensor([3912, 3912])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1a654e70753def09043c533e7ac6fb14e9d71a2d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_tensor([3912, 3912])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in high-fidelity 4K digital format, a low-angle tracking shot begins, gliding smoothly and silently across the gleaming, polished light oak hardwood floors of a tranquil, empty yoga studio. Warm afternoon sunlight filters through expansive floor-to-ceiling windows framed by minimalist black metal, casting long, soft shadows and illuminating countless golden motes that dance and swirl languidly in the thick amber light. A gentle, unseen mountain breeze causes the sheer, translucent white linen curtains to billow gently and rhythmically inward, their slow, graceful undulations adding a subtle, vivid pulse to the room's tranquility. The camera's steady lateral movement eventually reveals a distant corner where a neat stack of cylindrical yoga mats in muted earth tones—sage green, dusty rose, and slate gray—sit expectantly, their textured surfaces catching the warm light. The entire scene is imbued with a lifelike clarity, a warm, monochromatic palette, and a profound atmosphere of tranquility and contemplation.", + "seed": 6524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_3912_seed_6524_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06222753943875432, + "vlm_logprob": -0.06222753943875432, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.06222753943875432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013457532972097397 + ], + "opposite_logprob_tokens": [ + -4.388457298278809 + ], + "logprob_reward": -0.013457532972097397, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013457532972097397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08617053180932999, + 0.12194855511188507, + 0.049770090728998184, + 0.028883442282676697, + 0.030301876366138458, + 0.03775326535105705, + 0.10959669947624207, + 0.026379752904176712, + 0.46222707629203796, + 0.046968650072813034 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.013457532972097397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820041425526142 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.01820041425526142, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820041425526142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14304502308368683, + 0.13793450593948364, + 0.06305545568466187, + 0.04493211582303047, + 0.035578008741140366, + 0.028093943372368813, + 0.09142875671386719, + 0.06696619838476181, + 0.3555121123790741, + 0.03345392271876335 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01820041425526142 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255975902080536 + ], + "opposite_logprob_tokens": [ + -1.600597620010376 + ], + "logprob_reward": -0.2255975902080536, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255975902080536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1095656305551529, + 0.11391602456569672, + 0.05007331818342209, + 0.0733802318572998, + 0.021543197333812714, + 0.023769667372107506, + 0.103723905980587, + 0.033495206385850906, + 0.43953126668930054, + 0.031001534312963486 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.2255975902080536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08453978598117828, + 0.10634259134531021, + 0.06412552297115326, + 0.23206478357315063, + 0.05759468674659729, + 0.050642140209674835, + 0.09666610509157181, + 0.07799588888883591, + 0.15878015756607056, + 0.07124834507703781 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.005252134520560503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863002523779869 + ], + "opposite_logprob_tokens": [ + -3.0486299991607666 + ], + "logprob_reward": -0.04863002523779869, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863002523779869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07176423072814941, + 0.060727767646312714, + 0.02555520087480545, + 0.3398938775062561, + 0.14948168396949768, + 0.13707438111305237, + 0.059801869094371796, + 0.05617402866482735, + 0.08056218177080154, + 0.018964799121022224 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.04863002523779869 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in high-fidelity 4K digital format, a low-angle tracking shot begins, gliding smoothly and silently across the gleaming, polished light oak hardwood floors of a tranquil, empty yoga studio. Warm afternoon sunlight filters through expansive floor-to-ceiling windows framed by minimalist black metal, casting long, soft shadows and illuminating countless golden motes that dance and swirl languidly in the thick amber light. A gentle, unseen mountain breeze causes the sheer, translucent white linen curtains to billow gently and rhythmically inward, their slow, graceful undulations adding a subtle, vivid pulse to the room's tranquility. The camera's steady lateral movement eventually reveals a distant corner where a neat stack of cylindrical yoga mats in muted earth tones—sage green, dusty rose, and slate gray—sit expectantly, their textured surfaces catching the warm light. The entire scene is imbued with a lifelike clarity, a warm, monochromatic palette, and a profound atmosphere of tranquility and contemplation.", + "seed": 6525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_3912_seed_6525_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.033928688056766985, + "vlm_logprob": -0.033928688056766985, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.033928688056766985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009132400155067444 + ], + "opposite_logprob_tokens": [ + -4.884132385253906 + ], + "logprob_reward": -0.009132400155067444, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009132400155067444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04466891661286354, + 0.7090319395065308, + 0.020793428644537926, + 0.015981709584593773, + 0.03192894160747528, + 0.060818009078502655, + 0.03765639662742615, + 0.03841699659824371, + 0.029610678553581238, + 0.011093063279986382 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.009132400155067444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649268187582493 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649268187582493, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649268187582493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02018950879573822, + 0.7971464395523071, + 0.014619634486734867, + 0.007307494059205055, + 0.1290600299835205, + 0.01481652446091175, + 0.004612794611603022, + 0.0038473806343972683, + 0.0036999378353357315, + 0.0047001647762954235 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008649268187582493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293170601129532 + ], + "opposite_logprob_tokens": [ + -2.237931728363037 + ], + "logprob_reward": -0.11293170601129532, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293170601129532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03911155089735985, + 0.3074418604373932, + 0.024814676493406296, + 0.025238370522856712, + 0.39997759461402893, + 0.09845639765262604, + 0.04570524021983147, + 0.016062984243035316, + 0.02964607998728752, + 0.01354527473449707 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.11293170601129532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0171262938529253, + 0.7930262088775635, + 0.009642773307859898, + 0.00602323655039072, + 0.06002509221434593, + 0.006537741050124168, + 0.06511198729276657, + 0.00894269160926342, + 0.010833353735506535, + 0.02273055911064148 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367781266570091 + ], + "opposite_logprob_tokens": [ + -3.408677816390991 + ], + "logprob_reward": -0.03367781266570091, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367781266570091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01773679628968239, + 0.7300007343292236, + 0.0186163242906332, + 0.017246391624212265, + 0.06106623634696007, + 0.11610497534275055, + 0.01325524877756834, + 0.008508039638400078, + 0.012806525453925133, + 0.004658674355596304 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.03367781266570091 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in high-fidelity 4K digital format, a low-angle tracking shot begins, gliding smoothly and silently across the gleaming, polished light oak hardwood floors of a tranquil, empty yoga studio. Warm afternoon sunlight filters through expansive floor-to-ceiling windows framed by minimalist black metal, casting long, soft shadows and illuminating countless golden motes that dance and swirl languidly in the thick amber light. A gentle, unseen mountain breeze causes the sheer, translucent white linen curtains to billow gently and rhythmically inward, their slow, graceful undulations adding a subtle, vivid pulse to the room's tranquility. The camera's steady lateral movement eventually reveals a distant corner where a neat stack of cylindrical yoga mats in muted earth tones—sage green, dusty rose, and slate gray—sit expectantly, their textured surfaces catching the warm light. The entire scene is imbued with a lifelike clarity, a warm, monochromatic palette, and a profound atmosphere of tranquility and contemplation.", + "seed": 6526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_3912_seed_6526_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030805936455726622, + "vlm_logprob": -0.030805936455726622, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.030805936455726622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009443966671824455 + ], + "opposite_logprob_tokens": [ + -4.759443759918213 + ], + "logprob_reward": -0.009443966671824455, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009443966671824455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14474843442440033, + 0.039112310856580734, + 0.5674036145210266, + 0.027272911742329597, + 0.02989031933248043, + 0.02046157978475094, + 0.046402063220739365, + 0.0495198592543602, + 0.03800678998231888, + 0.03718217834830284 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.009443966671824455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589547231793404 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589547231793404, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589547231793404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03351207077503204, + 0.038259949535131454, + 0.5312351584434509, + 0.1807640939950943, + 0.061388108879327774, + 0.035610463470220566, + 0.02150501310825348, + 0.04907027259469032, + 0.033379923552274704, + 0.01527488511055708 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.020589547231793404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903040736913681 + ], + "opposite_logprob_tokens": [ + -2.4640305042266846 + ], + "logprob_reward": -0.08903040736913681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903040736913681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06972690671682358, + 0.08892533928155899, + 0.22302064299583435, + 0.1272825449705124, + 0.18175868690013885, + 0.029173817485570908, + 0.09254749119281769, + 0.05834298953413963, + 0.07562307268381119, + 0.05359847471117973 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.08903040736913681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09389016777276993, + 0.05743950232863426, + 0.631935715675354, + 0.015383787453174591, + 0.050009917467832565, + 0.010954114608466625, + 0.0412462055683136, + 0.047450579702854156, + 0.019553888589143753, + 0.03213612735271454 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.008637331426143646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026328429579734802 + ], + "opposite_logprob_tokens": [ + -3.6513283252716064 + ], + "logprob_reward": -0.026328429579734802, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026328429579734802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07764819264411926, + 0.03662356734275818, + 0.3633902668952942, + 0.06865060329437256, + 0.12772488594055176, + 0.023719018325209618, + 0.0966213196516037, + 0.10801053047180176, + 0.06276600062847137, + 0.03484561666846275 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.026328429579734802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in high-fidelity 4K digital format, a low-angle tracking shot begins, gliding smoothly and silently across the gleaming, polished light oak hardwood floors of a tranquil, empty yoga studio. Warm afternoon sunlight filters through expansive floor-to-ceiling windows framed by minimalist black metal, casting long, soft shadows and illuminating countless golden motes that dance and swirl languidly in the thick amber light. A gentle, unseen mountain breeze causes the sheer, translucent white linen curtains to billow gently and rhythmically inward, their slow, graceful undulations adding a subtle, vivid pulse to the room's tranquility. The camera's steady lateral movement eventually reveals a distant corner where a neat stack of cylindrical yoga mats in muted earth tones—sage green, dusty rose, and slate gray—sit expectantly, their textured surfaces catching the warm light. The entire scene is imbued with a lifelike clarity, a warm, monochromatic palette, and a profound atmosphere of tranquility and contemplation.", + "seed": 6527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_10/index_3912_seed_6527_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04740804089233279, + "vlm_logprob": -0.04740804089233279, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04740804089233279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009451642632484436 + ], + "opposite_logprob_tokens": [ + -4.759451866149902 + ], + "logprob_reward": -0.009451642632484436, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009451642632484436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17747893929481506, + 0.021259870380163193, + 0.11569275707006454, + 0.019642911851406097, + 0.1270364671945572, + 0.014918370172381401, + 0.42572757601737976, + 0.01171017438173294, + 0.05757807940244675, + 0.028954867273569107 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.009451642632484436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981209009885788 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981209009885788, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981209009885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039522405713796616, + 0.034226518124341965, + 0.1065354123711586, + 0.05406104400753975, + 0.18076792359352112, + 0.02144869789481163, + 0.47334080934524536, + 0.04772466793656349, + 0.022719629108905792, + 0.01965288817882538 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.02981209009885788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036048531532288 + ], + "opposite_logprob_tokens": [ + -1.9103604555130005 + ], + "logprob_reward": -0.16036048531532288, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036048531532288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2676599621772766, + 0.01931198127567768, + 0.12403587251901627, + 0.02548830769956112, + 0.04396110028028488, + 0.015095910057425499, + 0.4215650260448456, + 0.01948653534054756, + 0.030149122700095177, + 0.03324617072939873 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.16036048531532288 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631433662027121 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631433662027121, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631433662027121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060814037919044495, + 0.03660047799348831, + 0.03701868653297424, + 0.021304059773683548, + 0.14832811057567596, + 0.01928359642624855, + 0.5844349265098572, + 0.026445899158716202, + 0.0397045724093914, + 0.026065632700920105 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.007631433662027121 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty yoga studio with polished light oak hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are sheer, translucent white linen curtains visible billowing inward due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a stack of cylindrical yoga mats in muted earth tones (sage green, dusty rose, and slate gray) in a distant corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature warm afternoon sunlight filtering through floor-to-ceiling windows with black metal frames, casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, silent low-angle tracking shot moving laterally across the room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978455275297165 + ], + "opposite_logprob_tokens": [ + -3.5297844409942627 + ], + "logprob_reward": -0.02978455275297165, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978455275297165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033838529139757156, + 0.024253830313682556, + 0.009410979226231575, + 0.013997448608279228, + 0.0760430321097374, + 0.010040250606834888, + 0.7938647866249084, + 0.0072837527841329575, + 0.016683368012309074, + 0.014583971351385117 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.02978455275297165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_tensor([7926, 7926])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_tensor([7926, 7926])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7e09810e2eb401fffd5a14565f8722cd31e652 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_tensor([7926, 7926])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, positioned at a slightly low angle, focuses in surreal detail on a figure's temple. The skin is pale and damp, its surface glistening with a subtle sheen of sweat that wrinkles individual pores and faintly visible stress lines near the eyes. A prominent blue-green vein snakes across the temple, pulsating noticeably beneath the translucent surface. Its beat is not a steady beat but an agitated, frantic rhythm, swelling and twitching unsteadily, as if driven by a panicked heart. With each frantic pulse, the overlying skin tightens and shimmers. The scene is lit by a single, harsh key light from the side, carving the temple out from the deeply shadowed, out-of-focus background. This high-contrast black-and-white lighting accentuates the smooth texture of the sweat and the tense relief of the throbbing vein, creating sharp, mirrored highlights. The cool, desaturated color palette, dominated by the waxy yellow tones of the skin and the pure blue of the veins, creates an intense and claustrophobic atmosphere of extreme anxiety or physical stress.", + "seed": 31285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_7926_seed_31285_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10449388064444065, + "vlm_logprob": -0.10449388064444065, + "vlm_yes_no_margin": 3.349999988079071, + "vlm_token_credit": -0.10449388064444065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027532247826457024 + ], + "opposite_logprob_tokens": [ + -3.6525323390960693 + ], + "logprob_reward": -0.027532247826457024, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027532247826457024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29574695229530334, + 0.03243863582611084, + 0.023283563554286957, + 0.03317507728934288, + 0.11233878880739212, + 0.19846750795841217, + 0.04811912402510643, + 0.06118551641702652, + 0.1450672745704651, + 0.05017758533358574 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.027532247826457024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048705872148275375 + ], + "opposite_logprob_tokens": [ + -3.048705816268921 + ], + "logprob_reward": -0.048705872148275375, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048705872148275375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2464073896408081, + 0.022110238671302795, + 0.013001975603401661, + 0.025504220277071, + 0.4191901683807373, + 0.057867053896188736, + 0.05438411608338356, + 0.0393420048058033, + 0.08302135020494461, + 0.03917146101593971 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.048705872148275375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22828949987888336, + 0.038366373628377914, + 0.03628596290946007, + 0.03410862386226654, + 0.37343093752861023, + 0.0774775892496109, + 0.08998161554336548, + 0.05505770444869995, + 0.03301194682717323, + 0.03398976847529411 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893511056900024 + ], + "opposite_logprob_tokens": [ + -1.0539350509643555 + ], + "logprob_reward": -0.42893511056900024, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42893511056900024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33328843116760254, + 0.020708903670310974, + 0.041254494339227676, + 0.022264759987592697, + 0.4086535573005676, + 0.07179547101259232, + 0.025103723630309105, + 0.02702086791396141, + 0.023959122598171234, + 0.025950701907277107 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.42893511056900024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21634726226329803, + 0.03912467882037163, + 0.073973648250103, + 0.06427424401044846, + 0.11435399204492569, + 0.20555870234966278, + 0.1406441628932953, + 0.029607320204377174, + 0.08454912155866623, + 0.031566862016916275 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.008644540794193745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, positioned at a slightly low angle, focuses in surreal detail on a figure's temple. The skin is pale and damp, its surface glistening with a subtle sheen of sweat that wrinkles individual pores and faintly visible stress lines near the eyes. A prominent blue-green vein snakes across the temple, pulsating noticeably beneath the translucent surface. Its beat is not a steady beat but an agitated, frantic rhythm, swelling and twitching unsteadily, as if driven by a panicked heart. With each frantic pulse, the overlying skin tightens and shimmers. The scene is lit by a single, harsh key light from the side, carving the temple out from the deeply shadowed, out-of-focus background. This high-contrast black-and-white lighting accentuates the smooth texture of the sweat and the tense relief of the throbbing vein, creating sharp, mirrored highlights. The cool, desaturated color palette, dominated by the waxy yellow tones of the skin and the pure blue of the veins, creates an intense and claustrophobic atmosphere of extreme anxiety or physical stress.", + "seed": 31286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_7926_seed_31286_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14205407369881867, + "vlm_logprob": -0.14205407369881867, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.14205407369881867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031762756407260895 + ], + "opposite_logprob_tokens": [ + -3.5317628383636475 + ], + "logprob_reward": -0.031762756407260895, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031762756407260895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26685619354248047, + 0.1098276674747467, + 0.0777822732925415, + 0.08092354983091354, + 0.04673294723033905, + 0.04847585782408714, + 0.06296171247959137, + 0.06535186618566513, + 0.1282145231962204, + 0.11287343502044678 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.031762756407260895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911067247390747 + ], + "opposite_logprob_tokens": [ + -2.4641106128692627 + ], + "logprob_reward": -0.08911067247390747, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911067247390747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.253408819437027, + 0.16268305480480194, + 0.05419149249792099, + 0.04214432090520859, + 0.060890085995197296, + 0.053609754890203476, + 0.05640605464577675, + 0.028497364372015, + 0.18872815370559692, + 0.09944088757038116 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.08911067247390747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497731640934944 + ], + "opposite_logprob_tokens": [ + -2.9299774169921875 + ], + "logprob_reward": -0.05497731640934944, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497731640934944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21918365359306335, + 0.10576283931732178, + 0.08741109818220139, + 0.0795920267701149, + 0.058780375868082047, + 0.0884147360920906, + 0.09797768294811249, + 0.08270613849163055, + 0.1225598081946373, + 0.05761166289448738 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05497731640934944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233348608016968 + ], + "opposite_logprob_tokens": [ + -0.8983348608016968 + ], + "logprob_reward": -0.5233348608016968, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233348608016968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39128804206848145, + 0.12218987941741943, + 0.04326549172401428, + 0.018445463851094246, + 0.05795134976506233, + 0.027078164741396904, + 0.04264344647526741, + 0.05286660045385361, + 0.11819963902235031, + 0.12607185542583466 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.5233348608016968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084762401878834 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084762401878834, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084762401878834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23951709270477295, + 0.13076357543468475, + 0.05859290435910225, + 0.04630640521645546, + 0.0501568540930748, + 0.04066663607954979, + 0.07315872609615326, + 0.0909409299492836, + 0.10330413281917572, + 0.1665927618741989 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.011084762401878834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, positioned at a slightly low angle, focuses in surreal detail on a figure's temple. The skin is pale and damp, its surface glistening with a subtle sheen of sweat that wrinkles individual pores and faintly visible stress lines near the eyes. A prominent blue-green vein snakes across the temple, pulsating noticeably beneath the translucent surface. Its beat is not a steady beat but an agitated, frantic rhythm, swelling and twitching unsteadily, as if driven by a panicked heart. With each frantic pulse, the overlying skin tightens and shimmers. The scene is lit by a single, harsh key light from the side, carving the temple out from the deeply shadowed, out-of-focus background. This high-contrast black-and-white lighting accentuates the smooth texture of the sweat and the tense relief of the throbbing vein, creating sharp, mirrored highlights. The cool, desaturated color palette, dominated by the waxy yellow tones of the skin and the pure blue of the veins, creates an intense and claustrophobic atmosphere of extreme anxiety or physical stress.", + "seed": 31287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_7926_seed_31287_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0411410472355783, + "vlm_logprob": -0.0411410472355783, + "vlm_yes_no_margin": 3.9749999761581423, + "vlm_token_credit": -0.0411410472355783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018263859674334526 + ], + "opposite_logprob_tokens": [ + -4.143263816833496 + ], + "logprob_reward": -0.018263859674334526, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018263859674334526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08734952658414841, + 0.15683487057685852, + 0.09232861548662186, + 0.06474597752094269, + 0.04539771378040314, + 0.11263620853424072, + 0.04587344452738762, + 0.08237142860889435, + 0.24258866906166077, + 0.06987360119819641 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.018263859674334526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092650592327118 + ], + "opposite_logprob_tokens": [ + -4.141092777252197 + ], + "logprob_reward": -0.016092650592327118, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092650592327118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11694943904876709, + 0.07909487932920456, + 0.13065214455127716, + 0.04958246275782585, + 0.02527380920946598, + 0.17858317494392395, + 0.05986117571592331, + 0.1220850870013237, + 0.1885407716035843, + 0.04937705770134926 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.016092650592327118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356063783168793 + ], + "opposite_logprob_tokens": [ + -3.6513559818267822 + ], + "logprob_reward": -0.026356063783168793, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356063783168793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07054948806762695, + 0.05387385934591293, + 0.028691207990050316, + 0.025675347074866295, + 0.013026101514697075, + 0.03156363219022751, + 0.03282327950000763, + 0.03291710838675499, + 0.5963535308837891, + 0.11452636122703552 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026356063783168793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279519021511078 + ], + "opposite_logprob_tokens": [ + -2.0177950859069824 + ], + "logprob_reward": -0.14279519021511078, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14279519021511078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08868628740310669, + 0.07225411385297775, + 0.09087081998586655, + 0.03635828569531441, + 0.0453546978533268, + 0.10998699069023132, + 0.09470801055431366, + 0.2293035238981247, + 0.12961362302303314, + 0.10286355018615723 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.14279519021511078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1510806530714035, + 0.08078961074352264, + 0.11155159026384354, + 0.05503717064857483, + 0.08348000794649124, + 0.08054040372371674, + 0.09317228943109512, + 0.09958849102258682, + 0.15991990268230438, + 0.08483990281820297 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0021974719129502773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, positioned at a slightly low angle, focuses in surreal detail on a figure's temple. The skin is pale and damp, its surface glistening with a subtle sheen of sweat that wrinkles individual pores and faintly visible stress lines near the eyes. A prominent blue-green vein snakes across the temple, pulsating noticeably beneath the translucent surface. Its beat is not a steady beat but an agitated, frantic rhythm, swelling and twitching unsteadily, as if driven by a panicked heart. With each frantic pulse, the overlying skin tightens and shimmers. The scene is lit by a single, harsh key light from the side, carving the temple out from the deeply shadowed, out-of-focus background. This high-contrast black-and-white lighting accentuates the smooth texture of the sweat and the tense relief of the throbbing vein, creating sharp, mirrored highlights. The cool, desaturated color palette, dominated by the waxy yellow tones of the skin and the pure blue of the veins, creates an intense and claustrophobic atmosphere of extreme anxiety or physical stress.", + "seed": 31288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_11/index_7926_seed_31288_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02296523447148502, + "vlm_logprob": -0.02296523447148502, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02296523447148502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012279505841434002 + ], + "opposite_logprob_tokens": [ + -4.637279510498047 + ], + "logprob_reward": -0.012279505841434002, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012279505841434002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09426384419202805, + 0.02978447452187538, + 0.06110092252492905, + 0.036681704223155975, + 0.040314048528671265, + 0.32710322737693787, + 0.1375580132007599, + 0.02831793762743473, + 0.20841678977012634, + 0.03645908460021019 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.012279505841434002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822218857705593 + ], + "opposite_logprob_tokens": [ + -4.018222332000732 + ], + "logprob_reward": -0.01822218857705593, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822218857705593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15752562880516052, + 0.152547225356102, + 0.053836870938539505, + 0.14053061604499817, + 0.08131569623947144, + 0.10578761249780655, + 0.051647234708070755, + 0.046537380665540695, + 0.10537521541118622, + 0.10489653050899506 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01822218857705593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086412705481052 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086412705481052, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086412705481052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13850821554660797, + 0.11135568469762802, + 0.05740945786237717, + 0.07619217038154602, + 0.06949891149997711, + 0.1696367859840393, + 0.07893500477075577, + 0.13657261431217194, + 0.1401994377374649, + 0.02169172838330269 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.011086412705481052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004193216562271 + ], + "opposite_logprob_tokens": [ + -2.6950418949127197 + ], + "logprob_reward": -0.07004193216562271, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004193216562271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12903983891010284, + 0.08832349628210068, + 0.04985850676894188, + 0.06117063760757446, + 0.0881243348121643, + 0.38132941722869873, + 0.061397116631269455, + 0.031153826043009758, + 0.048313602805137634, + 0.06128925457596779 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07004193216562271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a figure's temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skin pale, damp, and glistening with sweat showing pores and stress lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a prominent blue-green vein visible pulsating with an agitated, frantic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single harsh key light from the side creating high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background deeply shadowed and out-of-focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196133067831397 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196133067831397, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196133067831397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1009506806731224, + 0.15030090510845184, + 0.03520761802792549, + 0.06519082933664322, + 0.09754855930805206, + 0.4128551185131073, + 0.045275069773197174, + 0.032084789127111435, + 0.0347234308719635, + 0.025862952694296837 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.003196133067831397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_tensor([7061, 7061])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_tensor([7061, 7061])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df2eff48808a77248f0ebe12526b961dd6a89052 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_tensor([7061, 7061])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a drone perspective, the panoramic aerial footage begins by closely tracking a lone figure from behind as she hikes along an exposed mountain ridgeline at a steady, deliberate pace. The figure, a woman with brown hair tied into a windswept ponytail, wears a dark teal, lightweight windbreaker and dark gray hiking pants, and sturdy boots. The path meets the narrow gravel path with a quiet crunch. A professional-grade DSLR camera with a large lens hangs from a strap around her neck, which she secures with her right hand as she walks. As she continues forward, the camera gracefully rises and tilts to the right, pulling back to reveal a breathtaking panorama around her. The entire landscape is bathed in the warm, saturated light of golden hour; the low-angled sun casts her long, sharp shadow across the path ahead and ignites the rocky peaks with a fiery orange glow. Below, a vast valley unfolds, a majestic tapestry of deep green forest and amber meadows, bisected by a shimmering, serpentine river. The distant mountains on the other side of the valley are silhouetted against a pink and pale gold sky, gradually turning into a hazy purple layer, creating a profound atmosphere of quiet solitude and epic adventure.", + "seed": 29945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_7061_seed_29945_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02532241647131741, + "vlm_logprob": -0.02532241647131741, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.02532241647131741, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009547052904963493 + ], + "opposite_logprob_tokens": [ + -5.134547233581543 + ], + "logprob_reward": -0.009547052904963493, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.009547052904963493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22962000966072083, + 0.099785715341568, + 0.05882144346833229, + 0.10173565149307251, + 0.09047270566225052, + 0.03994353860616684, + 0.0616677962243557, + 0.07558251172304153, + 0.09374471753835678, + 0.1486259549856186 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.009547052904963493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089949868619442 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089949868619442, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089949868619442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36012735962867737, + 0.08647195994853973, + 0.038372088223695755, + 0.05275953188538551, + 0.029240621253848076, + 0.052863821387290955, + 0.03345759958028793, + 0.0437907911837101, + 0.13508625328540802, + 0.16782987117767334 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.011089949868619442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029888898134232 + ], + "opposite_logprob_tokens": [ + -2.3502988815307617 + ], + "logprob_reward": -0.10029888898134232, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029888898134232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1672089546918869, + 0.06485476344823837, + 0.031238770112395287, + 0.09169013798236847, + 0.029566124081611633, + 0.05231200531125069, + 0.05964840203523636, + 0.03602725639939308, + 0.0694417804479599, + 0.39801180362701416 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10029888898134232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488494385033846 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.002488494385033846, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488494385033846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07025494426488876, + 0.0483517125248909, + 0.028211239725351334, + 0.11842982470989227, + 0.03956827521324158, + 0.056587785482406616, + 0.03060811571776867, + 0.031127527356147766, + 0.040566571056842804, + 0.5362940430641174 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002488494385033846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031876962166279554 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031876962166279554, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031876962166279554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18237128853797913, + 0.037653736770153046, + 0.13137462735176086, + 0.06398340314626694, + 0.021687623113393784, + 0.030526619404554367, + 0.018297411501407623, + 0.04206932336091995, + 0.04875757917761803, + 0.4232783913612366 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0031876962166279554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a drone perspective, the panoramic aerial footage begins by closely tracking a lone figure from behind as she hikes along an exposed mountain ridgeline at a steady, deliberate pace. The figure, a woman with brown hair tied into a windswept ponytail, wears a dark teal, lightweight windbreaker and dark gray hiking pants, and sturdy boots. The path meets the narrow gravel path with a quiet crunch. A professional-grade DSLR camera with a large lens hangs from a strap around her neck, which she secures with her right hand as she walks. As she continues forward, the camera gracefully rises and tilts to the right, pulling back to reveal a breathtaking panorama around her. The entire landscape is bathed in the warm, saturated light of golden hour; the low-angled sun casts her long, sharp shadow across the path ahead and ignites the rocky peaks with a fiery orange glow. Below, a vast valley unfolds, a majestic tapestry of deep green forest and amber meadows, bisected by a shimmering, serpentine river. The distant mountains on the other side of the valley are silhouetted against a pink and pale gold sky, gradually turning into a hazy purple layer, creating a profound atmosphere of quiet solitude and epic adventure.", + "seed": 29946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_7061_seed_29946_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0360380117315799, + "vlm_logprob": -0.0360380117315799, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.0360380117315799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03436661139130592 + ], + "opposite_logprob_tokens": [ + -3.5343666076660156 + ], + "logprob_reward": -0.03436661139130592, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03436661139130592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0872584730386734, + 0.07897376269102097, + 0.07879368960857391, + 0.10146407783031464, + 0.25993046164512634, + 0.055998194962739944, + 0.062478817999362946, + 0.05276235193014145, + 0.10602869838476181, + 0.1163114458322525 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.03436661139130592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089478619396687 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089478619396687, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089478619396687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.207475945353508, + 0.08298089355230331, + 0.08184180408716202, + 0.04523291811347008, + 0.09331125020980835, + 0.07104717195034027, + 0.03971986845135689, + 0.056950949132442474, + 0.13292346894741058, + 0.18851573765277863 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.011089478619396687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270284205675125 + ], + "opposite_logprob_tokens": [ + -2.127028465270996 + ], + "logprob_reward": -0.1270284205675125, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270284205675125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11001081019639969, + 0.13693204522132874, + 0.054120343178510666, + 0.08625967055559158, + 0.0947987362742424, + 0.07429862022399902, + 0.10321781039237976, + 0.05683635175228119, + 0.10736262798309326, + 0.17616291344165802 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.1270284205675125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16780760884284973, + 0.12741707265377045, + 0.09528180211782455, + 0.05303556099534035, + 0.09170948714017868, + 0.13286380469799042, + 0.0544927604496479, + 0.03491688892245293, + 0.1346817910671234, + 0.10779323428869247 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.004095619544386864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003609928535297513 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.003609928535297513, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003609928535297513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5750778913497925, + 0.03138631954789162, + 0.028961215168237686, + 0.04459162801504135, + 0.04914230480790138, + 0.07031378895044327, + 0.03585897013545036, + 0.03668592870235443, + 0.05214314162731171, + 0.0758388489484787 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.003609928535297513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a drone perspective, the panoramic aerial footage begins by closely tracking a lone figure from behind as she hikes along an exposed mountain ridgeline at a steady, deliberate pace. The figure, a woman with brown hair tied into a windswept ponytail, wears a dark teal, lightweight windbreaker and dark gray hiking pants, and sturdy boots. The path meets the narrow gravel path with a quiet crunch. A professional-grade DSLR camera with a large lens hangs from a strap around her neck, which she secures with her right hand as she walks. As she continues forward, the camera gracefully rises and tilts to the right, pulling back to reveal a breathtaking panorama around her. The entire landscape is bathed in the warm, saturated light of golden hour; the low-angled sun casts her long, sharp shadow across the path ahead and ignites the rocky peaks with a fiery orange glow. Below, a vast valley unfolds, a majestic tapestry of deep green forest and amber meadows, bisected by a shimmering, serpentine river. The distant mountains on the other side of the valley are silhouetted against a pink and pale gold sky, gradually turning into a hazy purple layer, creating a profound atmosphere of quiet solitude and epic adventure.", + "seed": 29947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_7061_seed_29947_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03201549488585442, + "vlm_logprob": -0.03201549488585442, + "vlm_yes_no_margin": 4.724999976158142, + "vlm_token_credit": -0.03201549488585442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018855147063732147 + ], + "opposite_logprob_tokens": [ + -4.143855094909668 + ], + "logprob_reward": -0.018855147063732147, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018855147063732147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15687872469425201, + 0.0218509528785944, + 0.05718966946005821, + 0.050345487892627716, + 0.11334636062383652, + 0.04744292050600052, + 0.06953628361225128, + 0.12536396086215973, + 0.2531607151031494, + 0.10488490760326385 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.018855147063732147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087828315794468 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087828315794468, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087828315794468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11694197356700897, + 0.029142703860998154, + 0.06679891049861908, + 0.0982794538140297, + 0.223378986120224, + 0.13441160321235657, + 0.058717962354421616, + 0.03486067056655884, + 0.133948415517807, + 0.10351934283971786 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.011087828315794468 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701855599880219 + ], + "opposite_logprob_tokens": [ + -2.127018451690674 + ], + "logprob_reward": -0.12701855599880219, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12701855599880219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06599272787570953, + 0.0380806028842926, + 0.04427604377269745, + 0.06735120713710785, + 0.14353986084461212, + 0.11864759027957916, + 0.047534018754959106, + 0.03472833335399628, + 0.14680394530296326, + 0.29304566979408264 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.12701855599880219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179595128633082 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.001179595128633082, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179595128633082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08476445823907852, + 0.03152981027960777, + 0.03772693872451782, + 0.03289606794714928, + 0.04840985685586929, + 0.06442549079656601, + 0.08996254205703735, + 0.08415928483009338, + 0.21925297379493713, + 0.30687257647514343 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.001179595128633082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019363479223102331 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019363479223102331, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019363479223102331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12481190264225006, + 0.038377147167921066, + 0.025791281834244728, + 0.030951496213674545, + 0.06272275745868683, + 0.2794623076915741, + 0.1079082041978836, + 0.0766589343547821, + 0.09510061889886856, + 0.15821537375450134 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0019363479223102331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a drone perspective, the panoramic aerial footage begins by closely tracking a lone figure from behind as she hikes along an exposed mountain ridgeline at a steady, deliberate pace. The figure, a woman with brown hair tied into a windswept ponytail, wears a dark teal, lightweight windbreaker and dark gray hiking pants, and sturdy boots. The path meets the narrow gravel path with a quiet crunch. A professional-grade DSLR camera with a large lens hangs from a strap around her neck, which she secures with her right hand as she walks. As she continues forward, the camera gracefully rises and tilts to the right, pulling back to reveal a breathtaking panorama around her. The entire landscape is bathed in the warm, saturated light of golden hour; the low-angled sun casts her long, sharp shadow across the path ahead and ignites the rocky peaks with a fiery orange glow. Below, a vast valley unfolds, a majestic tapestry of deep green forest and amber meadows, bisected by a shimmering, serpentine river. The distant mountains on the other side of the valley are silhouetted against a pink and pale gold sky, gradually turning into a hazy purple layer, creating a profound atmosphere of quiet solitude and epic adventure.", + "seed": 29948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_12/index_7061_seed_29948_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03019461897201836, + "vlm_logprob": -0.03019461897201836, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.03019461897201836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016147548332810402 + ], + "opposite_logprob_tokens": [ + -4.391147613525391 + ], + "logprob_reward": -0.016147548332810402, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.016147548332810402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19692403078079224, + 0.0412430502474308, + 0.02921423129737377, + 0.11395024508237839, + 0.08905472606420517, + 0.07415896654129028, + 0.2310611605644226, + 0.07555922865867615, + 0.08152741193771362, + 0.06730695813894272 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.016147548332810402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085494309663773 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085494309663773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085494309663773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4239104688167572, + 0.08199405670166016, + 0.03411935642361641, + 0.13561004400253296, + 0.07689900696277618, + 0.07890784740447998, + 0.0387885645031929, + 0.029424861073493958, + 0.05093610659241676, + 0.049409687519073486 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.016085494309663773 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292766034603119 + ], + "opposite_logprob_tokens": [ + -2.2379276752471924 + ], + "logprob_reward": -0.11292766034603119, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292766034603119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22840993106365204, + 0.050940580666065216, + 0.05168597027659416, + 0.1759187877178192, + 0.06755109131336212, + 0.04247228801250458, + 0.20315520465373993, + 0.026271136477589607, + 0.07095973938703537, + 0.08263524621725082 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.11292766034603119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199375070631504 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.002199375070631504, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199375070631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2271745651960373, + 0.03877721726894379, + 0.07795842736959457, + 0.13229472935199738, + 0.08974399417638779, + 0.05990065261721611, + 0.07200183719396591, + 0.0340433195233345, + 0.08365195244550705, + 0.18445326387882233 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.002199375070631504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a drone perspective tracking a lone woman hiking along an exposed mountain ridgeline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a dark teal windbreaker, dark gray hiking pants, and a professional-grade DSLR camera hanging from a strap around her neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman use her right hand to secure the camera strap as she walks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rise and tilt to the right, pulling back to reveal a panoramic view of a valley with a river and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden hour light with long shadows and a sky featuring pink, pale gold, and hazy purple colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613016800954938 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003613016800954938, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613016800954938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32803967595100403, + 0.10772504657506943, + 0.02571762353181839, + 0.2820669412612915, + 0.05464320629835129, + 0.03666989132761955, + 0.06479854881763458, + 0.019346000626683235, + 0.04039362818002701, + 0.040599480271339417 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.003613016800954938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_tensor([4072, 4072])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_tensor([4072, 4072])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0dd7c0f5742209701c228193aa7bef44dfe1e813 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_tensor([4072, 4072])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, the camera slowly rotates around the subject in a smooth, flowing arc, capturing a young man with his signature twin buns. His jet-black hair is held in two tight, round knots on either side of his head by a red headband. His face is delicate and handsome, his eyes revealing a divine majesty and youthful spirit. He wears an exquisite lotus armor, its plates in pale pink and tender green hues emulating the shape of lotus petals, and a golden belt cinches his waist. A bright red Hun Tian silk silk wraps around his shoulders and arms like a flowing flame, its light and flowing silk material traces graceful red paths through the air, its edges shimmering with a faint golden halo. He stands barefoot, lightly atop a vast, blossoming pink lotus throne, its petals layered and translucent, the center of the pistil radiating a soft golden glow. In the background is a vast, fairy-like sea of clouds, auspicious clouds of multicolored colors slowly drifting. The young man danced gracefully, spinning in the center of the lotus pedestal with a steady and deliberate rhythm. His body stretched out, his arms alternately open and closed, guiding the Hun Tian Ling to spiral upward like a serpent. His entire dance blended strength and grace. The scene was enveloped by a sacred radiance emanating from the lotus throne itself and the air. The light softly outlined the young man, creating an atmosphere of tranquility, solemnity, and dynamic beauty reminiscent of the celestial realm.", + "seed": 21438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_4072_seed_21438_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025245300214737653, + "vlm_logprob": -0.025245300214737653, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.025245300214737653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07043164223432541 + ], + "opposite_logprob_tokens": [ + -2.695431709289551 + ], + "logprob_reward": -0.07043164223432541, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07043164223432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412564516067505, + 0.06820648908615112, + 0.20334002375602722, + 0.042644500732421875, + 0.060304906219244, + 0.04890868067741394, + 0.1033082827925682, + 0.03141092509031296, + 0.08307340741157532, + 0.21754631400108337 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.07043164223432541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13832442462444305, + 0.10245198756456375, + 0.17139720916748047, + 0.06774962693452835, + 0.05427289754152298, + 0.09882057458162308, + 0.08603781461715698, + 0.07237568497657776, + 0.14755693078041077, + 0.06101289018988609 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.00595355499535799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031901916954666376 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031901916954666376, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031901916954666376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1559155136346817, + 0.07342813163995743, + 0.14052443206310272, + 0.027315810322761536, + 0.08042414486408234, + 0.03894777223467827, + 0.0467555932700634, + 0.03864865005016327, + 0.28881698846817017, + 0.10922298580408096 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0031901916954666376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036112351808696985 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036112351808696985, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036112351808696985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07250399887561798, + 0.0721714049577713, + 0.03496914356946945, + 0.10264746099710464, + 0.17919419705867767, + 0.16328661143779755, + 0.023793838918209076, + 0.03624479100108147, + 0.2707740068435669, + 0.04441448301076889 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.0036112351808696985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303987696766853 + ], + "opposite_logprob_tokens": [ + -3.1680397987365723 + ], + "logprob_reward": -0.04303987696766853, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303987696766853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08352628350257874, + 0.04914041608572006, + 0.14250575006008148, + 0.04942677915096283, + 0.17344148457050323, + 0.09355930238962173, + 0.03387235850095749, + 0.09662658721208572, + 0.21326638758182526, + 0.06463466584682465 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.04303987696766853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera slowly rotates around the subject in a smooth, flowing arc, capturing a young man with his signature twin buns. His jet-black hair is held in two tight, round knots on either side of his head by a red headband. His face is delicate and handsome, his eyes revealing a divine majesty and youthful spirit. He wears an exquisite lotus armor, its plates in pale pink and tender green hues emulating the shape of lotus petals, and a golden belt cinches his waist. A bright red Hun Tian silk silk wraps around his shoulders and arms like a flowing flame, its light and flowing silk material traces graceful red paths through the air, its edges shimmering with a faint golden halo. He stands barefoot, lightly atop a vast, blossoming pink lotus throne, its petals layered and translucent, the center of the pistil radiating a soft golden glow. In the background is a vast, fairy-like sea of clouds, auspicious clouds of multicolored colors slowly drifting. The young man danced gracefully, spinning in the center of the lotus pedestal with a steady and deliberate rhythm. His body stretched out, his arms alternately open and closed, guiding the Hun Tian Ling to spiral upward like a serpent. His entire dance blended strength and grace. The scene was enveloped by a sacred radiance emanating from the lotus throne itself and the air. The light softly outlined the young man, creating an atmosphere of tranquility, solemnity, and dynamic beauty reminiscent of the celestial realm.", + "seed": 21439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_4072_seed_21439_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015182060468941928, + "vlm_logprob": -0.015182060468941928, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.015182060468941928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034134723246097565 + ], + "opposite_logprob_tokens": [ + -3.40913462638855 + ], + "logprob_reward": -0.034134723246097565, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034134723246097565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17410306632518768, + 0.14494137465953827, + 0.09575343877077103, + 0.19132550060749054, + 0.04706268012523651, + 0.029891371726989746, + 0.0329495370388031, + 0.08502843976020813, + 0.09605327248573303, + 0.10289134830236435 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.034134723246097565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22572779655456543, + 0.2406376302242279, + 0.0644310861825943, + 0.09308477491140366, + 0.05512277036905289, + 0.04128944128751755, + 0.05798805132508278, + 0.04631558060646057, + 0.12330258637666702, + 0.052100300788879395 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031907858792692423 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031907858792692423, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031907858792692423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2007918804883957, + 0.1349942684173584, + 0.04438026249408722, + 0.09855468571186066, + 0.09256947040557861, + 0.03651795536279678, + 0.1479371339082718, + 0.13687486946582794, + 0.04948325455188751, + 0.057896245270967484 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0031907858792692423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361016602255404 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.00361016602255404, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361016602255404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4171985983848572, + 0.13223901391029358, + 0.08984982967376709, + 0.0723310187458992, + 0.08644039183855057, + 0.03640139475464821, + 0.04145428165793419, + 0.02474120631814003, + 0.05222741514444351, + 0.04711684584617615 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00361016602255404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632831409573555 + ], + "opposite_logprob_tokens": [ + -3.6513283252716064 + ], + "logprob_reward": -0.02632831409573555, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632831409573555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1333829015493393, + 0.2849111557006836, + 0.07391609996557236, + 0.07733612507581711, + 0.10552309453487396, + 0.05012327805161476, + 0.08940846472978592, + 0.07369392365217209, + 0.06892269104719162, + 0.042782340198755264 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02632831409573555 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera slowly rotates around the subject in a smooth, flowing arc, capturing a young man with his signature twin buns. His jet-black hair is held in two tight, round knots on either side of his head by a red headband. His face is delicate and handsome, his eyes revealing a divine majesty and youthful spirit. He wears an exquisite lotus armor, its plates in pale pink and tender green hues emulating the shape of lotus petals, and a golden belt cinches his waist. A bright red Hun Tian silk silk wraps around his shoulders and arms like a flowing flame, its light and flowing silk material traces graceful red paths through the air, its edges shimmering with a faint golden halo. He stands barefoot, lightly atop a vast, blossoming pink lotus throne, its petals layered and translucent, the center of the pistil radiating a soft golden glow. In the background is a vast, fairy-like sea of clouds, auspicious clouds of multicolored colors slowly drifting. The young man danced gracefully, spinning in the center of the lotus pedestal with a steady and deliberate rhythm. His body stretched out, his arms alternately open and closed, guiding the Hun Tian Ling to spiral upward like a serpent. His entire dance blended strength and grace. The scene was enveloped by a sacred radiance emanating from the lotus throne itself and the air. The light softly outlined the young man, creating an atmosphere of tranquility, solemnity, and dynamic beauty reminiscent of the celestial realm.", + "seed": 21440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_4072_seed_21440_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028117217402905226, + "vlm_logprob": -0.028117217402905226, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.028117217402905226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08958392590284348 + ], + "opposite_logprob_tokens": [ + -2.4645838737487793 + ], + "logprob_reward": -0.08958392590284348, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08958392590284348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14187005162239075, + 0.13399864733219147, + 0.07622654736042023, + 0.046680450439453125, + 0.21874426305294037, + 0.12855809926986694, + 0.08358152955770493, + 0.07350492477416992, + 0.035927072167396545, + 0.06090835481882095 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.08958392590284348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060169354081154 + ], + "opposite_logprob_tokens": [ + -3.895601749420166 + ], + "logprob_reward": -0.02060169354081154, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060169354081154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772947296500206, + 0.07182397693395615, + 0.10154413431882858, + 0.058130618184804916, + 0.3357381522655487, + 0.05623641982674599, + 0.03341859579086304, + 0.0817192941904068, + 0.14309370517730713, + 0.0410003699362278 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.02060169354081154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07626840472221375, + 0.08318643271923065, + 0.04445589706301689, + 0.2477014660835266, + 0.19239960610866547, + 0.06523728370666504, + 0.05151093751192093, + 0.1303681880235672, + 0.061982132494449615, + 0.04688963294029236 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.0024906350299715996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633404780179262 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633404780179262, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633404780179262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21667355298995972, + 0.06970683485269547, + 0.027147244662046432, + 0.09778514504432678, + 0.2957185208797455, + 0.06471345573663712, + 0.02880869433283806, + 0.04618784785270691, + 0.12840569019317627, + 0.02485308051109314 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.004633404780179262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276427760720253 + ], + "opposite_logprob_tokens": [ + -3.7732763290405273 + ], + "logprob_reward": -0.023276427760720253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276427760720253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371999979019165, + 0.1431456059217453, + 0.06371879577636719, + 0.03842012211680412, + 0.3612540066242218, + 0.05514013394713402, + 0.066163569688797, + 0.036069635301828384, + 0.059203628450632095, + 0.03968450427055359 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.023276427760720253 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, the camera slowly rotates around the subject in a smooth, flowing arc, capturing a young man with his signature twin buns. His jet-black hair is held in two tight, round knots on either side of his head by a red headband. His face is delicate and handsome, his eyes revealing a divine majesty and youthful spirit. He wears an exquisite lotus armor, its plates in pale pink and tender green hues emulating the shape of lotus petals, and a golden belt cinches his waist. A bright red Hun Tian silk silk wraps around his shoulders and arms like a flowing flame, its light and flowing silk material traces graceful red paths through the air, its edges shimmering with a faint golden halo. He stands barefoot, lightly atop a vast, blossoming pink lotus throne, its petals layered and translucent, the center of the pistil radiating a soft golden glow. In the background is a vast, fairy-like sea of clouds, auspicious clouds of multicolored colors slowly drifting. The young man danced gracefully, spinning in the center of the lotus pedestal with a steady and deliberate rhythm. His body stretched out, his arms alternately open and closed, guiding the Hun Tian Ling to spiral upward like a serpent. His entire dance blended strength and grace. The scene was enveloped by a sacred radiance emanating from the lotus throne itself and the air. The light softly outlined the young man, creating an atmosphere of tranquility, solemnity, and dynamic beauty reminiscent of the celestial realm.", + "seed": 21441, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_15/index_4072_seed_21441_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06612341916188598, + "vlm_logprob": -0.06612341916188598, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.06612341916188598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2821635603904724 + ], + "opposite_logprob_tokens": [ + -1.4071636199951172 + ], + "logprob_reward": -0.2821635603904724, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2821635603904724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13095983862876892, + 0.16079068183898926, + 0.1474902182817459, + 0.04951702803373337, + 0.048939477652311325, + 0.07899607717990875, + 0.06535134464502335, + 0.16363227367401123, + 0.08177321404218674, + 0.07254981994628906 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.2821635603904724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796636179089546 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.009796636179089546, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796636179089546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1004321277141571, + 0.13988250494003296, + 0.1189124658703804, + 0.051948126405477524, + 0.06621307879686356, + 0.1313772052526474, + 0.08968088030815125, + 0.1323481649160385, + 0.10021946579217911, + 0.0689859688282013 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.009796636179089546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024889700580388308 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.0024889700580388308, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024889700580388308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09837879985570908, + 0.14519061148166656, + 0.17828261852264404, + 0.09648922085762024, + 0.12814289331436157, + 0.03930497542023659, + 0.059824515134096146, + 0.1006220355629921, + 0.06848017126321793, + 0.08528424799442291 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0024889700580388308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13159823417663574, + 0.11799539625644684, + 0.14666317403316498, + 0.09002052247524261, + 0.18146437406539917, + 0.08498290181159973, + 0.06603548675775528, + 0.07226410508155823, + 0.0528733916580677, + 0.05610235407948494 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.002484927186742425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man with twin buns held by a red headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing pale pink and green lotus-shaped armor with a golden belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character standing barefoot on a vast, blossoming pink lotus throne with a glowing center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast sea of multicolored auspicious clouds drifting slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly rotate around the subject in a smooth, flowing arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368300199508667 + ], + "opposite_logprob_tokens": [ + -3.4086830615997314 + ], + "logprob_reward": -0.03368300199508667, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368300199508667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1073908880352974, + 0.12120913714170456, + 0.0495896153151989, + 0.04930167645215988, + 0.1544114500284195, + 0.047285232692956924, + 0.05752542242407799, + 0.08144485205411911, + 0.2139243632555008, + 0.11791741847991943 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.03368300199508667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_tensor([2111, 2111])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_tensor([2111, 2111])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0504c6719570cc6bbc0a1537960540624b027c64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_tensor([2111, 2111])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle shot from the surface captures the beginning of an incredible event: a surreal octopus methodically climbs out of the churning deep blue sea and onto a steep, damp rock face. The camera begins a slow, steady tilt upward, carefully following its impossible ascent. The octopus is a marvel of photorealistic detail, its skin shimmering with otherworldly iridescence, transforming hypnotically into deep purple, rusty orange, and speckled brown as it adapts to the new surface. Water flows in countless streams from its bulbous shell and powerful arms. We see its skin, intricate and lifelike, covered in pulsating masses of pigment. Its tentacles extend one by one with purpose; each sucker audibly and visibly grasps the dark, jagged rock, forming a secure anchor before the creature pulls its boneless body upward with a powerful, fluid contraction. The environment is desolate and dramatic, the cool, aimless light of the overcast sky reflecting off the smooth black rocks and foamy sea spray. The atmosphere was filled with tense, silent awe, focused entirely on the creature's strange grace and immense effort as it defied gravity on its methodical vertical journey.", + "seed": 11896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_2111_seed_11896_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05122647900134325, + "vlm_logprob": -0.05122647900134325, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05122647900134325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13881328701972961 + ], + "opposite_logprob_tokens": [ + -2.1388132572174072 + ], + "logprob_reward": -0.13881328701972961, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13881328701972961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29489666223526, + 0.08560844510793686, + 0.09646595269441605, + 0.08502218127250671, + 0.03140232712030411, + 0.04830394685268402, + 0.033127933740615845, + 0.16453580558300018, + 0.07696369290351868, + 0.08367310464382172 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.13881328701972961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721957355737686 + ], + "opposite_logprob_tokens": [ + -3.408721923828125 + ], + "logprob_reward": -0.033721957355737686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721957355737686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12432905286550522, + 0.28210747241973877, + 0.07313903421163559, + 0.03727586567401886, + 0.032950982451438904, + 0.07103544473648071, + 0.06947881728410721, + 0.09512893110513687, + 0.11945835500955582, + 0.09509595483541489 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.033721957355737686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205760322511196 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205760322511196, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205760322511196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11036624014377594, + 0.07051759213209152, + 0.13647080957889557, + 0.06783796101808548, + 0.06590407341718674, + 0.10130283981561661, + 0.26265907287597656, + 0.06041084602475166, + 0.04634852334856987, + 0.07818207889795303 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.014205760322511196 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343176141381264 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.026343176141381264, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343176141381264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09186062961816788, + 0.06423114985227585, + 0.15333417057991028, + 0.12968707084655762, + 0.1147536113858223, + 0.14957328140735626, + 0.0613146610558033, + 0.09891403466463089, + 0.04770703241229057, + 0.08862445503473282 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.026343176141381264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304821416735649 + ], + "opposite_logprob_tokens": [ + -3.168048143386841 + ], + "logprob_reward": -0.04304821416735649, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304821416735649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08413143455982208, + 0.09913207590579987, + 0.07905903458595276, + 0.05027155205607414, + 0.058925118297338486, + 0.13074766099452972, + 0.04404562711715698, + 0.06946130841970444, + 0.08830138295888901, + 0.2959248125553131 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.04304821416735649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from the surface captures the beginning of an incredible event: a surreal octopus methodically climbs out of the churning deep blue sea and onto a steep, damp rock face. The camera begins a slow, steady tilt upward, carefully following its impossible ascent. The octopus is a marvel of photorealistic detail, its skin shimmering with otherworldly iridescence, transforming hypnotically into deep purple, rusty orange, and speckled brown as it adapts to the new surface. Water flows in countless streams from its bulbous shell and powerful arms. We see its skin, intricate and lifelike, covered in pulsating masses of pigment. Its tentacles extend one by one with purpose; each sucker audibly and visibly grasps the dark, jagged rock, forming a secure anchor before the creature pulls its boneless body upward with a powerful, fluid contraction. The environment is desolate and dramatic, the cool, aimless light of the overcast sky reflecting off the smooth black rocks and foamy sea spray. The atmosphere was filled with tense, silent awe, focused entirely on the creature's strange grace and immense effort as it defied gravity on its methodical vertical journey.", + "seed": 11897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_2111_seed_11897_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1098798993974924, + "vlm_logprob": -0.1098798993974924, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.1098798993974924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2378361076116562 + ], + "opposite_logprob_tokens": [ + -1.6128361225128174 + ], + "logprob_reward": -0.2378361076116562, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2378361076116562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12490662932395935, + 0.44110700488090515, + 0.025928545743227005, + 0.028311679139733315, + 0.039656419306993484, + 0.06410053372383118, + 0.020194031298160553, + 0.10623995214700699, + 0.1041606143116951, + 0.04539461061358452 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.2378361076116562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599357783794403 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599357783794403, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599357783794403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06719262897968292, + 0.25645726919174194, + 0.04147917032241821, + 0.033819086849689484, + 0.04663655161857605, + 0.06737315654754639, + 0.037716418504714966, + 0.15170595049858093, + 0.24195830523967743, + 0.05566151812672615 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.020599357783794403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05912458524107933, + 0.34856003522872925, + 0.06393972784280777, + 0.03438638523221016, + 0.14367714524269104, + 0.05405399203300476, + 0.021354593336582184, + 0.14189408719539642, + 0.09262002259492874, + 0.040389422327280045 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634073793888092 + ], + "opposite_logprob_tokens": [ + -3.6513407230377197 + ], + "logprob_reward": -0.02634073793888092, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634073793888092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06559036672115326, + 0.28488364815711975, + 0.07880719006061554, + 0.04187020659446716, + 0.2004590630531311, + 0.03704818710684776, + 0.02869313396513462, + 0.13304531574249268, + 0.09195876121520996, + 0.03764420375227928 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.02634073793888092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207534432411194 + ], + "opposite_logprob_tokens": [ + -1.5020753145217896 + ], + "logprob_reward": -0.25207534432411194, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207534432411194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04717669636011124, + 0.06781313568353653, + 0.05390751734375954, + 0.03597206249833107, + 0.03953408822417259, + 0.02556135319173336, + 0.018530994653701782, + 0.1074826791882515, + 0.4587492346763611, + 0.1452721804380417 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.25207534432411194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from the surface captures the beginning of an incredible event: a surreal octopus methodically climbs out of the churning deep blue sea and onto a steep, damp rock face. The camera begins a slow, steady tilt upward, carefully following its impossible ascent. The octopus is a marvel of photorealistic detail, its skin shimmering with otherworldly iridescence, transforming hypnotically into deep purple, rusty orange, and speckled brown as it adapts to the new surface. Water flows in countless streams from its bulbous shell and powerful arms. We see its skin, intricate and lifelike, covered in pulsating masses of pigment. Its tentacles extend one by one with purpose; each sucker audibly and visibly grasps the dark, jagged rock, forming a secure anchor before the creature pulls its boneless body upward with a powerful, fluid contraction. The environment is desolate and dramatic, the cool, aimless light of the overcast sky reflecting off the smooth black rocks and foamy sea spray. The atmosphere was filled with tense, silent awe, focused entirely on the creature's strange grace and immense effort as it defied gravity on its methodical vertical journey.", + "seed": 11898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_2111_seed_11898_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04585545677691698, + "vlm_logprob": -0.04585545677691698, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04585545677691698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12204238772392273 + ], + "opposite_logprob_tokens": [ + -2.247042417526245 + ], + "logprob_reward": -0.12204238772392273, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12204238772392273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3005484342575073, + 0.09770369529724121, + 0.06089566648006439, + 0.04128409922122955, + 0.03444647789001465, + 0.028841258957982063, + 0.041477929800748825, + 0.019102614372968674, + 0.3154172897338867, + 0.060282494872808456 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.12204238772392273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043082695454359055 + ], + "opposite_logprob_tokens": [ + -3.1680827140808105 + ], + "logprob_reward": -0.043082695454359055, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043082695454359055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13063031435012817, + 0.06329888850450516, + 0.04876461252570152, + 0.05467107519507408, + 0.04406356066465378, + 0.05169016495347023, + 0.0396636426448822, + 0.037842217832803726, + 0.4945073127746582, + 0.03486817330121994 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.043082695454359055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084645055234432 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084645055234432, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084645055234432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16582292318344116, + 0.03749839961528778, + 0.24567237496376038, + 0.036820653825998306, + 0.05200134217739105, + 0.03982853516936302, + 0.036653272807598114, + 0.01913880743086338, + 0.31734365224838257, + 0.04922006279230118 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.011084645055234432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794156551361084 + ], + "opposite_logprob_tokens": [ + -3.529794216156006 + ], + "logprob_reward": -0.029794156551361084, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794156551361084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19929534196853638, + 0.0660235583782196, + 0.11946152150630951, + 0.03796933963894844, + 0.0957673192024231, + 0.07014176994562149, + 0.04202335327863693, + 0.036161016672849655, + 0.3046267032623291, + 0.028530079871416092 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.029794156551361084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023273399099707603 + ], + "opposite_logprob_tokens": [ + -3.773273468017578 + ], + "logprob_reward": -0.023273399099707603, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023273399099707603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4655434489250183, + 0.05293374881148338, + 0.04921262338757515, + 0.09093910455703735, + 0.053704362362623215, + 0.03704790398478508, + 0.027849938720464706, + 0.029685262590646744, + 0.15688209235668182, + 0.036201562732458115 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.023273399099707603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle shot from the surface captures the beginning of an incredible event: a surreal octopus methodically climbs out of the churning deep blue sea and onto a steep, damp rock face. The camera begins a slow, steady tilt upward, carefully following its impossible ascent. The octopus is a marvel of photorealistic detail, its skin shimmering with otherworldly iridescence, transforming hypnotically into deep purple, rusty orange, and speckled brown as it adapts to the new surface. Water flows in countless streams from its bulbous shell and powerful arms. We see its skin, intricate and lifelike, covered in pulsating masses of pigment. Its tentacles extend one by one with purpose; each sucker audibly and visibly grasps the dark, jagged rock, forming a secure anchor before the creature pulls its boneless body upward with a powerful, fluid contraction. The environment is desolate and dramatic, the cool, aimless light of the overcast sky reflecting off the smooth black rocks and foamy sea spray. The atmosphere was filled with tense, silent awe, focused entirely on the creature's strange grace and immense effort as it defied gravity on its methodical vertical journey.", + "seed": 11899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_2/index_2111_seed_11899_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03480278942734003, + "vlm_logprob": -0.03480278942734003, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03480278942734003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08360113203525543 + ], + "opposite_logprob_tokens": [ + -2.708601236343384 + ], + "logprob_reward": -0.08360113203525543, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08360113203525543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14017730951309204, + 0.10859612375497818, + 0.11183572560548782, + 0.22084926068782806, + 0.08825342357158661, + 0.08674333244562149, + 0.06850630789995193, + 0.06372842937707901, + 0.04939613491296768, + 0.06191401928663254 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.08360113203525543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363378390669823 + ], + "opposite_logprob_tokens": [ + -3.6513633728027344 + ], + "logprob_reward": -0.026363378390669823, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363378390669823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08751184493303299, + 0.07024073600769043, + 0.09448317438364029, + 0.24015986919403076, + 0.09474381059408188, + 0.2127293050289154, + 0.05915316566824913, + 0.03459947183728218, + 0.05841078609228134, + 0.04796788841485977 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.026363378390669823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787074290215969 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787074290215969, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787074290215969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14033618569374084, + 0.11803760379552841, + 0.062022387981414795, + 0.1387302279472351, + 0.07768604159355164, + 0.08963228017091751, + 0.12992483377456665, + 0.07023860514163971, + 0.11907508224248886, + 0.05431677773594856 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.009787074290215969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577285438776016 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577285438776016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577285438776016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2000034898519516, + 0.13239063322544098, + 0.05987401306629181, + 0.05530682951211929, + 0.16715139150619507, + 0.10737897455692291, + 0.07283423840999603, + 0.04846988618373871, + 0.07104857265949249, + 0.08554201573133469 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.020577285438776016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle at the surface level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a surreal octopus visible climbing out of a deep blue sea onto a steep rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus skin shimmer with iridescence changing into deep purple, rusty orange, and speckled brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady tilt upward following the octopus's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment characterized by smooth black rocks, foamy sea spray, and an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368507698178291 + ], + "opposite_logprob_tokens": [ + -3.4086849689483643 + ], + "logprob_reward": -0.03368507698178291, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368507698178291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16410012543201447, + 0.14598925411701202, + 0.05928318575024605, + 0.09289687871932983, + 0.10281974822282791, + 0.059964366257190704, + 0.04352568835020065, + 0.15949994325637817, + 0.034979429095983505, + 0.1369413435459137 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.03368507698178291 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_tensor([6319, 6319])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_tensor([6319, 6319])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de48797f3b8493aad5737852988e29c23e96079f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_tensor([6319, 6319])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static medium shot captures a small, lifelike brown bear cub foraging on the lush, mossy jungle floor, rendered with surreal clarity. The bear wears a worn, slightly faded blue duffle coat with wooden buttons and a simple, floppy red hat between his ears. Spotted sunlight filters down through the dense, invisible canopy above, creating ever-changing patterns of light and shadow on the ground and highlighting the intricate and unique textures of his thick brown fur. The air is noticeably thick with humidity, and tiny, shimmering, iridescent insects flit in the sunlight. Concentrated and gently contemplative, the bear extends a furry paw, its black pads and tiny claws meticulously detailed, and steadily pushes aside a large, waxy, dark green leaf, glistening with tiny dewdrops. The leaf slowly bends, revealing a hidden cluster of plump, bright orange fruits nestled in the moss, their skin gleaming in the filtered light, creating a tranquil and magical atmosphere of discovery.", + "seed": 4393, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_6319_seed_4393_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06925201825797558, + "vlm_logprob": -0.06925201825797558, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06925201825797558, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03227086737751961 + ], + "opposite_logprob_tokens": [ + -3.532270908355713 + ], + "logprob_reward": -0.03227086737751961, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03227086737751961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3400028645992279, + 0.06676652282476425, + 0.040116410702466965, + 0.04361525923013687, + 0.02845000848174095, + 0.018927406519651413, + 0.03108132816851139, + 0.37805137038230896, + 0.027384402230381966, + 0.025604408234357834 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.03227086737751961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008670303970575333 + ], + "opposite_logprob_tokens": [ + -4.758670330047607 + ], + "logprob_reward": -0.008670303970575333, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008670303970575333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19546349346637726, + 0.12328238785266876, + 0.02748810313642025, + 0.04533317685127258, + 0.02520349994301796, + 0.018616527318954468, + 0.033581092953681946, + 0.47094884514808655, + 0.03851011395454407, + 0.021572764962911606 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.008670303970575333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207523316144943 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207523316144943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207523316144943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3206089735031128, + 0.06103980913758278, + 0.023969179019331932, + 0.05604734271764755, + 0.02937028557062149, + 0.03120943158864975, + 0.02102494426071644, + 0.39446961879730225, + 0.03554467856884003, + 0.026715759187936783 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.014207523316144943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784476831555367 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784476831555367, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784476831555367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3757382333278656, + 0.11703873425722122, + 0.0358772799372673, + 0.06034325435757637, + 0.058052174746990204, + 0.035444531589746475, + 0.01857495680451393, + 0.23989909887313843, + 0.03230356052517891, + 0.026728210970759392 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.009784476831555367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132691979408264 + ], + "opposite_logprob_tokens": [ + -1.4063268899917603 + ], + "logprob_reward": -0.28132691979408264, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132691979408264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2942749857902527, + 0.04724109172821045, + 0.07765135169029236, + 0.058936648070812225, + 0.02750052697956562, + 0.03678121417760849, + 0.03490462526679039, + 0.37012213468551636, + 0.016947081312537193, + 0.03564039617776871 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.28132691979408264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a small, lifelike brown bear cub foraging on the lush, mossy jungle floor, rendered with surreal clarity. The bear wears a worn, slightly faded blue duffle coat with wooden buttons and a simple, floppy red hat between his ears. Spotted sunlight filters down through the dense, invisible canopy above, creating ever-changing patterns of light and shadow on the ground and highlighting the intricate and unique textures of his thick brown fur. The air is noticeably thick with humidity, and tiny, shimmering, iridescent insects flit in the sunlight. Concentrated and gently contemplative, the bear extends a furry paw, its black pads and tiny claws meticulously detailed, and steadily pushes aside a large, waxy, dark green leaf, glistening with tiny dewdrops. The leaf slowly bends, revealing a hidden cluster of plump, bright orange fruits nestled in the moss, their skin gleaming in the filtered light, creating a tranquil and magical atmosphere of discovery.", + "seed": 4394, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_6319_seed_4394_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0744215112645179, + "vlm_logprob": -0.0744215112645179, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.0744215112645179, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09348702430725098 + ], + "opposite_logprob_tokens": [ + -2.468487024307251 + ], + "logprob_reward": -0.09348702430725098, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09348702430725098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.238100066781044, + 0.10549851506948471, + 0.15449340641498566, + 0.14875981211662292, + 0.04608366638422012, + 0.12213080376386642, + 0.03620338812470436, + 0.05824001133441925, + 0.042922243475914, + 0.04756804555654526 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.09348702430725098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008680113591253757 + ], + "opposite_logprob_tokens": [ + -4.75868034362793 + ], + "logprob_reward": -0.008680113591253757, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008680113591253757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0694413110613823, + 0.07573223114013672, + 0.08057627826929092, + 0.18800899386405945, + 0.03953666612505913, + 0.12562625110149384, + 0.03598693385720253, + 0.10835030674934387, + 0.17272570729255676, + 0.10401536524295807 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.008680113591253757 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216102659702301 + ], + "opposite_logprob_tokens": [ + -4.26421594619751 + ], + "logprob_reward": -0.014216102659702301, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216102659702301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1073947623372078, + 0.07471910119056702, + 0.12230058014392853, + 0.14517323672771454, + 0.12911376357078552, + 0.18536131083965302, + 0.05154648423194885, + 0.09160200506448746, + 0.04445437714457512, + 0.04833434894680977 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.014216102659702301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1596307009458542, + 0.11295682936906815, + 0.15011630952358246, + 0.09914141148328781, + 0.14099447429180145, + 0.059631455689668655, + 0.03907272592186928, + 0.09332184493541718, + 0.047853246331214905, + 0.09728097170591354 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0036176491994410753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521066665649414 + ], + "opposite_logprob_tokens": [ + -1.5021066665649414 + ], + "logprob_reward": -0.2521066665649414, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521066665649414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16464398801326752, + 0.1433224231004715, + 0.061334069818258286, + 0.06098277121782303, + 0.16449923813343048, + 0.16808201372623444, + 0.033253613859415054, + 0.05536682531237602, + 0.031085412949323654, + 0.1174296960234642 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.2521066665649414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a small, lifelike brown bear cub foraging on the lush, mossy jungle floor, rendered with surreal clarity. The bear wears a worn, slightly faded blue duffle coat with wooden buttons and a simple, floppy red hat between his ears. Spotted sunlight filters down through the dense, invisible canopy above, creating ever-changing patterns of light and shadow on the ground and highlighting the intricate and unique textures of his thick brown fur. The air is noticeably thick with humidity, and tiny, shimmering, iridescent insects flit in the sunlight. Concentrated and gently contemplative, the bear extends a furry paw, its black pads and tiny claws meticulously detailed, and steadily pushes aside a large, waxy, dark green leaf, glistening with tiny dewdrops. The leaf slowly bends, revealing a hidden cluster of plump, bright orange fruits nestled in the moss, their skin gleaming in the filtered light, creating a tranquil and magical atmosphere of discovery.", + "seed": 4395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_6319_seed_4395_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17956881718710066, + "vlm_logprob": -0.17956881718710066, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.17956881718710066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6353999972343445 + ], + "opposite_logprob_tokens": [ + -0.7603999972343445 + ], + "logprob_reward": -0.6353999972343445, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6353999972343445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3203713893890381, + 0.04754430800676346, + 0.13427022099494934, + 0.08144471794366837, + 0.012366209179162979, + 0.06041758507490158, + 0.05217696726322174, + 0.22796490788459778, + 0.019070066511631012, + 0.04437360167503357 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.6353999972343445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01612573117017746 + ], + "opposite_logprob_tokens": [ + -4.141125679016113 + ], + "logprob_reward": -0.01612573117017746, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01612573117017746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21657755970954895, + 0.05551014468073845, + 0.07697301357984543, + 0.0366380549967289, + 0.015292934142053127, + 0.23245252668857574, + 0.07462514936923981, + 0.23573146760463715, + 0.024371812120079994, + 0.031827326864004135 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01612573117017746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089484095573425 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089484095573425, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089484095573425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20612844824790955, + 0.04247847944498062, + 0.20861613750457764, + 0.10142724961042404, + 0.008345930837094784, + 0.11823499202728271, + 0.12947338819503784, + 0.1431492418050766, + 0.02237517200410366, + 0.01977100409567356 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.016089484095573425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640998784452677 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640998784452677, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640998784452677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25732743740081787, + 0.033353935927152634, + 0.2813558876514435, + 0.07985962927341461, + 0.008644665591418743, + 0.040818117558956146, + 0.14734230935573578, + 0.07801524549722672, + 0.0577147901058197, + 0.015567963942885399 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.004640998784452677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255878746509552 + ], + "opposite_logprob_tokens": [ + -1.6005878448486328 + ], + "logprob_reward": -0.2255878746509552, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255878746509552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12445776164531708, + 0.0386216901242733, + 0.36296576261520386, + 0.02044856920838356, + 0.006521395407617092, + 0.22196589410305023, + 0.05002756044268608, + 0.1085851863026619, + 0.03449086472392082, + 0.031915269792079926 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.2255878746509552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static medium shot captures a small, lifelike brown bear cub foraging on the lush, mossy jungle floor, rendered with surreal clarity. The bear wears a worn, slightly faded blue duffle coat with wooden buttons and a simple, floppy red hat between his ears. Spotted sunlight filters down through the dense, invisible canopy above, creating ever-changing patterns of light and shadow on the ground and highlighting the intricate and unique textures of his thick brown fur. The air is noticeably thick with humidity, and tiny, shimmering, iridescent insects flit in the sunlight. Concentrated and gently contemplative, the bear extends a furry paw, its black pads and tiny claws meticulously detailed, and steadily pushes aside a large, waxy, dark green leaf, glistening with tiny dewdrops. The leaf slowly bends, revealing a hidden cluster of plump, bright orange fruits nestled in the moss, their skin gleaming in the filtered light, creating a tranquil and magical atmosphere of discovery.", + "seed": 4396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_5/index_6319_seed_4396_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06989611480385065, + "vlm_logprob": -0.06989611480385065, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06989611480385065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08111021667718887 + ], + "opposite_logprob_tokens": [ + -2.5811102390289307 + ], + "logprob_reward": -0.08111021667718887, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08111021667718887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15144768357276917, + 0.1612386852502823, + 0.1211756020784378, + 0.09663160890340805, + 0.07953864336013794, + 0.16516730189323425, + 0.06430929154157639, + 0.056145306676626205, + 0.062283024191856384, + 0.04206283390522003 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.08111021667718887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816442936658859 + ], + "opposite_logprob_tokens": [ + -3.2881643772125244 + ], + "logprob_reward": -0.03816442936658859, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816442936658859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11797474324703217, + 0.05732814967632294, + 0.11544207483530045, + 0.06002891808748245, + 0.07129443436861038, + 0.4304922819137573, + 0.04905013367533684, + 0.0380999930202961, + 0.03493952751159668, + 0.025349771603941917 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.03816442936658859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087137162685394 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087137162685394, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087137162685394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10768859088420868, + 0.07126204669475555, + 0.05517809838056564, + 0.09489253908395767, + 0.29949891567230225, + 0.08134476095438004, + 0.06195472180843353, + 0.0422101765871048, + 0.14746344089508057, + 0.03850667178630829 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.016087137162685394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24414213001728058, + 0.0733170285820961, + 0.06508354842662811, + 0.055272091180086136, + 0.07131557911634445, + 0.11848846822977066, + 0.0670778751373291, + 0.09848234802484512, + 0.15207330882549286, + 0.054747648537158966 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static medium shot of a small brown bear cub?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bear wearing a worn, faded blue duffle coat with wooden buttons and a floppy red hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear extend a furry paw with visible black pads and claws to push aside a large, waxy, dark green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf bend to reveal a cluster of plump, bright orange fruits nestled in the moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny, shimmering, iridescent insects visible flitting in the sunlight within the humid jungle environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157578587532043 + ], + "opposite_logprob_tokens": [ + -1.701575756072998 + ], + "logprob_reward": -0.20157578587532043, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157578587532043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19170743227005005, + 0.055891457945108414, + 0.05902596935629845, + 0.048068005591630936, + 0.053818315267562866, + 0.04971715062856674, + 0.0981617197394371, + 0.16207244992256165, + 0.24019388854503632, + 0.0413435697555542 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.20157578587532043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_tensor([4592, 4592])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_tensor([4592, 4592])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df06447d4366ece9575a99f57fe90fe95a5c34e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_tensor([4592, 4592])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the captivating process of peeling a perfect red apple. The apple, deep crimson in color, with a smooth, firm skin, rotates steadily and smoothly on its axis. A sharp paring knife, its polished stainless steel blade gleaming in soft light, presses against the fruit's surface with exquisite precision. As the apple rotates, the blade slices beneath the skin, lifting it up into a continuous, elegant ribbon that unfurls downward in a graceful spiral, its red exterior contrasting with its pale interior. The background is a dark, out-of-focus, textured surface, perhaps a slate countertop, which makes the vibrant red of the peel and the newly exposed, gleaming, creamy white pop with stunning clarity. Directed light sculpts the scene, creating dramatic highlights on the wet fruit and the knife's blade, while casting deep, soft shadows that enhance the sense of depth. The entire action is deliberate and fluid, creating an atmosphere of tranquility and focus that celebrates the simple, artistic beauty of a perfectly executed task.", + "seed": 31488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_4592_seed_31488_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05446889146696776, + "vlm_logprob": -0.05446889146696776, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.05446889146696776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023730427026748657 + ], + "opposite_logprob_tokens": [ + -5.773730278015137 + ], + "logprob_reward": -0.023730427026748657, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.023730427026748657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12792566418647766, + 0.052052516490221024, + 0.06903143972158432, + 0.05010131001472473, + 0.0752783790230751, + 0.05021423101425171, + 0.09747478365898132, + 0.08255713433027267, + 0.23970551788806915, + 0.15565896034240723 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.023730427026748657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018233658745884895 + ], + "opposite_logprob_tokens": [ + -4.018233776092529 + ], + "logprob_reward": -0.018233658745884895, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018233658745884895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958438247442245, + 0.16157479584217072, + 0.021412033587694168, + 0.05304741486907005, + 0.06593593209981918, + 0.026566801592707634, + 0.044842030853033066, + 0.062099117785692215, + 0.41163286566734314, + 0.07330460101366043 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.018233658745884895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036199060268700123 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036199060268700123, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036199060268700123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04660229757428169, + 0.12469208985567093, + 0.028715789318084717, + 0.02300225757062435, + 0.02636624127626419, + 0.009013386443257332, + 0.052941642701625824, + 0.07737348973751068, + 0.55785071849823, + 0.05344202369451523 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.0036199060268700123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558027505874634 + ], + "opposite_logprob_tokens": [ + -1.6005802154541016 + ], + "logprob_reward": -0.22558027505874634, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558027505874634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039562519639730453, + 0.08865200728178024, + 0.06458505988121033, + 0.0714692696928978, + 0.052917178720235825, + 0.012626703828573227, + 0.07431203126907349, + 0.12175695598125458, + 0.3830987513065338, + 0.09101948142051697 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.22558027505874634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011801904765889049 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011801904765889049, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011801904765889049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06485209614038467, + 0.036433421075344086, + 0.08619579672813416, + 0.052392035722732544, + 0.03435496613383293, + 0.01721205748617649, + 0.09631223976612091, + 0.09414626657962799, + 0.40731024742126465, + 0.11079081892967224 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0011801904765889049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the captivating process of peeling a perfect red apple. The apple, deep crimson in color, with a smooth, firm skin, rotates steadily and smoothly on its axis. A sharp paring knife, its polished stainless steel blade gleaming in soft light, presses against the fruit's surface with exquisite precision. As the apple rotates, the blade slices beneath the skin, lifting it up into a continuous, elegant ribbon that unfurls downward in a graceful spiral, its red exterior contrasting with its pale interior. The background is a dark, out-of-focus, textured surface, perhaps a slate countertop, which makes the vibrant red of the peel and the newly exposed, gleaming, creamy white pop with stunning clarity. Directed light sculpts the scene, creating dramatic highlights on the wet fruit and the knife's blade, while casting deep, soft shadows that enhance the sense of depth. The entire action is deliberate and fluid, creating an atmosphere of tranquility and focus that celebrates the simple, artistic beauty of a perfectly executed task.", + "seed": 31489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_4592_seed_31489_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010510684782639146, + "vlm_logprob": -0.010510684782639146, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.010510684782639146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013863813132047653 + ], + "opposite_logprob_tokens": [ + -6.638864040374756 + ], + "logprob_reward": -0.013863813132047653, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.013863813132047653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18974030017852783, + 0.045945897698402405, + 0.07258696109056473, + 0.1138053834438324, + 0.12609431147575378, + 0.03311591222882271, + 0.07037246972322464, + 0.06821970641613007, + 0.02330000326037407, + 0.2568190395832062 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.013863813132047653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654975634068251 + ], + "opposite_logprob_tokens": [ + -4.882655143737793 + ], + "logprob_reward": -0.007654975634068251, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654975634068251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16225336492061615, + 0.09084540605545044, + 0.11474266648292542, + 0.08160661160945892, + 0.17459286749362946, + 0.04785998538136482, + 0.030528994277119637, + 0.09024407714605331, + 0.027375059202313423, + 0.17995098233222961 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.007654975634068251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257352255284786 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257352255284786, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257352255284786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08462917804718018, + 0.05333487689495087, + 0.048995982855558395, + 0.04769325628876686, + 0.5846408009529114, + 0.021087804809212685, + 0.020732484757900238, + 0.022197455167770386, + 0.02743886411190033, + 0.08924931287765503 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.005257352255284786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288074880838394 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023288074880838394, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288074880838394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08745498210191727, + 0.04147295281291008, + 0.022281751036643982, + 0.06749764084815979, + 0.6063180565834045, + 0.020901767536997795, + 0.022597283124923706, + 0.029952390119433403, + 0.011898793280124664, + 0.08962441980838776 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.023288074880838394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489208010956645 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489208010956645, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489208010956645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2507983148097992, + 0.10595612227916718, + 0.13222511112689972, + 0.07321323454380035, + 0.21680466830730438, + 0.014704725705087185, + 0.030470428988337517, + 0.06773307919502258, + 0.03236016258597374, + 0.07573410123586655 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.002489208010956645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the captivating process of peeling a perfect red apple. The apple, deep crimson in color, with a smooth, firm skin, rotates steadily and smoothly on its axis. A sharp paring knife, its polished stainless steel blade gleaming in soft light, presses against the fruit's surface with exquisite precision. As the apple rotates, the blade slices beneath the skin, lifting it up into a continuous, elegant ribbon that unfurls downward in a graceful spiral, its red exterior contrasting with its pale interior. The background is a dark, out-of-focus, textured surface, perhaps a slate countertop, which makes the vibrant red of the peel and the newly exposed, gleaming, creamy white pop with stunning clarity. Directed light sculpts the scene, creating dramatic highlights on the wet fruit and the knife's blade, while casting deep, soft shadows that enhance the sense of depth. The entire action is deliberate and fluid, creating an atmosphere of tranquility and focus that celebrates the simple, artistic beauty of a perfectly executed task.", + "seed": 31490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_4592_seed_31490_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020938894525170327, + "vlm_logprob": -0.020938894525170327, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.020938894525170327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008932511322200298 + ], + "opposite_logprob_tokens": [ + -6.133932590484619 + ], + "logprob_reward": -0.008932511322200298, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.008932511322200298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14802680909633636, + 0.12011389434337616, + 0.0485067218542099, + 0.048544738441705704, + 0.08330394327640533, + 0.10243697464466095, + 0.14703066647052765, + 0.15540464222431183, + 0.0612923689186573, + 0.08533930033445358 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.008932511322200298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062656544148922 + ], + "opposite_logprob_tokens": [ + -3.8956265449523926 + ], + "logprob_reward": -0.02062656544148922, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062656544148922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6174640655517578, + 0.03674311563372612, + 0.035187676548957825, + 0.030696140602231026, + 0.031665004789829254, + 0.03707842901349068, + 0.08956877142190933, + 0.03902696445584297, + 0.06028878316283226, + 0.02228100411593914 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.02062656544148922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255230512470007 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.01255230512470007, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255230512470007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40011492371559143, + 0.0334838405251503, + 0.07615318894386292, + 0.038577742874622345, + 0.028176533058285713, + 0.033972322940826416, + 0.2141125202178955, + 0.039763230830430984, + 0.051118701696395874, + 0.08452700078487396 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.01255230512470007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495508760213852 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495508760213852, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495508760213852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18907588720321655, + 0.06322801858186722, + 0.04972044751048088, + 0.08426361531019211, + 0.13287627696990967, + 0.09615508466959, + 0.08684301376342773, + 0.08560547232627869, + 0.05858577787876129, + 0.15364636480808258 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.05495508760213852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076280031353235245 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.0076280031353235245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076280031353235245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6646199822425842, + 0.17058640718460083, + 0.012375781312584877, + 0.02783173881471157, + 0.02402282878756523, + 0.025806888937950134, + 0.03219280019402504, + 0.02025764063000679, + 0.013988135382533073, + 0.008317839354276657 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0076280031353235245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, captures the captivating process of peeling a perfect red apple. The apple, deep crimson in color, with a smooth, firm skin, rotates steadily and smoothly on its axis. A sharp paring knife, its polished stainless steel blade gleaming in soft light, presses against the fruit's surface with exquisite precision. As the apple rotates, the blade slices beneath the skin, lifting it up into a continuous, elegant ribbon that unfurls downward in a graceful spiral, its red exterior contrasting with its pale interior. The background is a dark, out-of-focus, textured surface, perhaps a slate countertop, which makes the vibrant red of the peel and the newly exposed, gleaming, creamy white pop with stunning clarity. Directed light sculpts the scene, creating dramatic highlights on the wet fruit and the knife's blade, while casting deep, soft shadows that enhance the sense of depth. The entire action is deliberate and fluid, creating an atmosphere of tranquility and focus that celebrates the simple, artistic beauty of a perfectly executed task.", + "seed": 31491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_6/index_4592_seed_31491_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022215694189071655, + "vlm_logprob": -0.022215694189071655, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.022215694189071655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008443372324109077 + ], + "opposite_logprob_tokens": [ + -5.758443355560303 + ], + "logprob_reward": -0.008443372324109077, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.008443372324109077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2309621423482895, + 0.07897879928350449, + 0.04174717888236046, + 0.03644559532403946, + 0.06000940874218941, + 0.10795325040817261, + 0.06705872714519501, + 0.17657609283924103, + 0.12731394171714783, + 0.07295481115579605 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.008443372324109077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062399685382843 + ], + "opposite_logprob_tokens": [ + -3.8956239223480225 + ], + "logprob_reward": -0.02062399685382843, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062399685382843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10146292299032211, + 0.07549818605184555, + 0.024003449827432632, + 0.021693019196391106, + 0.023137789219617844, + 0.1399792581796646, + 0.07907213270664215, + 0.3088217079639435, + 0.1240750178694725, + 0.10225652158260345 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.02062399685382843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033705245703458786 + ], + "opposite_logprob_tokens": [ + -3.408705234527588 + ], + "logprob_reward": -0.033705245703458786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033705245703458786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1325189173221588, + 0.06814803183078766, + 0.05135944485664368, + 0.07422329485416412, + 0.028615150600671768, + 0.1309356987476349, + 0.16084803640842438, + 0.1899252086877823, + 0.06775525957345963, + 0.09567098319530487 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.033705245703458786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305609315633774 + ], + "opposite_logprob_tokens": [ + -3.168056011199951 + ], + "logprob_reward": -0.04305609315633774, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305609315633774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18218347430229187, + 0.07307499647140503, + 0.03955512493848801, + 0.04881327971816063, + 0.05371996760368347, + 0.10722996294498444, + 0.18743641674518585, + 0.1953606754541397, + 0.035621996968984604, + 0.0770040974020958 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.04305609315633774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a deep crimson apple with smooth, firm skin visible rotating steadily on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sharp paring knife with a polished stainless steel blade pressing against the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knife slice the apple to lift a continuous red peel that unfurls downward in a spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus textured surface, such as a slate countertop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249762907624245 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249762907624245, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249762907624245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14784854650497437, + 0.046320103108882904, + 0.05766431987285614, + 0.07502733916044235, + 0.16639992594718933, + 0.05410134792327881, + 0.07779785990715027, + 0.02236579917371273, + 0.11947456002235413, + 0.23300020396709442 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.005249762907624245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_tensor([6228, 6228])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_tensor([6228, 6228])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..780cf71cca26f9c0310d4d21c5746d6959326fcc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_tensor([6228, 6228])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Told from a terrifying, ground-level, static first-person perspective, with the camera looking straight up, a giant snail begins its slow, inexorable advance toward the viewer. Its two upper eyestalks, gleaming in the faint moonlight, fleshy and lush, extend menacingly, probing the air before locking onto the camera with an unsettling, alien focus. The snail's body, a blob of slimy, translucent brown and gray flesh, inexorably moves forward across the dark, damp forest floor, littered with rotting leaves and moss. Every rhythmic, undulating contraction of its muscular feet is rendered in surreal detail, deliberately pulling its rough, spiraling shell across the terrain, leaving a trail of glistening, sticky slime that catches the icy light. The extreme low-angle lens and macro focus transform the ordinary creature into a terrifying behemoth. Its deliberate, unhurried pace and the deep shadows surrounding it create an atmosphere of claustrophobia and deep unease, the kind that belies the inevitability of its slow-motion onslaught.", + "seed": 10043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_6228_seed_10043_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22662175260484219, + "vlm_logprob": -0.22662175260484219, + "vlm_yes_no_margin": 3.150000011920929, + "vlm_token_credit": -0.22662175260484219, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0593278408050537 + ], + "opposite_logprob_tokens": [ + -0.4343279004096985 + ], + "logprob_reward": -1.0593278408050537, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0593278408050537, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1809408962726593, + 0.18237292766571045, + 0.060399722307920456, + 0.11266370117664337, + 0.0657099187374115, + 0.08890705555677414, + 0.06551861763000488, + 0.04881281778216362, + 0.11964777112007141, + 0.07502660155296326 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -1.0593278408050537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016101447865366936 + ], + "opposite_logprob_tokens": [ + -4.141101360321045 + ], + "logprob_reward": -0.016101447865366936, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016101447865366936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10688544809818268, + 0.17244289815425873, + 0.12390659004449844, + 0.05270738527178764, + 0.049022577702999115, + 0.041733235120773315, + 0.12404566258192062, + 0.06312306970357895, + 0.07823015749454498, + 0.18790295720100403 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.016101447865366936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1299813687801361, + 0.24038442969322205, + 0.062172554433345795, + 0.03619958460330963, + 0.058120712637901306, + 0.05918634310364723, + 0.13636581599712372, + 0.06137225776910782, + 0.0715903788805008, + 0.14462655782699585 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784004651010036 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784004651010036, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784004651010036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08950798958539963, + 0.05722646042704582, + 0.02697596698999405, + 0.04332846775650978, + 0.046713199466466904, + 0.04231693223118782, + 0.09317348152399063, + 0.028215918689966202, + 0.09949953109025955, + 0.4730420410633087 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.009784004651010036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700522035360336 + ], + "opposite_logprob_tokens": [ + -3.408700466156006 + ], + "logprob_reward": -0.033700522035360336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700522035360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24050985276699066, + 0.07836377620697021, + 0.0493263304233551, + 0.04458468034863472, + 0.05589676648378372, + 0.080999456346035, + 0.06413319706916809, + 0.09440458565950394, + 0.0857488214969635, + 0.20603252947330475 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.033700522035360336 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a terrifying, ground-level, static first-person perspective, with the camera looking straight up, a giant snail begins its slow, inexorable advance toward the viewer. Its two upper eyestalks, gleaming in the faint moonlight, fleshy and lush, extend menacingly, probing the air before locking onto the camera with an unsettling, alien focus. The snail's body, a blob of slimy, translucent brown and gray flesh, inexorably moves forward across the dark, damp forest floor, littered with rotting leaves and moss. Every rhythmic, undulating contraction of its muscular feet is rendered in surreal detail, deliberately pulling its rough, spiraling shell across the terrain, leaving a trail of glistening, sticky slime that catches the icy light. The extreme low-angle lens and macro focus transform the ordinary creature into a terrifying behemoth. Its deliberate, unhurried pace and the deep shadows surrounding it create an atmosphere of claustrophobia and deep unease, the kind that belies the inevitability of its slow-motion onslaught.", + "seed": 10044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_6228_seed_10044_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13467508032917977, + "vlm_logprob": -0.13467508032917977, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.13467508032917977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.586701512336731 + ], + "opposite_logprob_tokens": [ + -0.836701512336731 + ], + "logprob_reward": -0.586701512336731, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.586701512336731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1346803903579712, + 0.05608568340539932, + 0.1381550133228302, + 0.1261037439107895, + 0.1264885812997818, + 0.027105648070573807, + 0.19270986318588257, + 0.04705766215920448, + 0.09329191595315933, + 0.05832158029079437 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.586701512336731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023336872458457947 + ], + "opposite_logprob_tokens": [ + -3.773336887359619 + ], + "logprob_reward": -0.023336872458457947, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023336872458457947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708255559206009, + 0.05747758224606514, + 0.14261649549007416, + 0.18701989948749542, + 0.0707285925745964, + 0.020675694569945335, + 0.08304110914468765, + 0.060382694005966187, + 0.1260112226009369, + 0.08122115582227707 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.023336872458457947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590247586369514 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590247586369514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590247586369514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09591996669769287, + 0.06488890200853348, + 0.21615619957447052, + 0.11254022270441055, + 0.1573798805475235, + 0.04678471013903618, + 0.04301066696643829, + 0.14591723680496216, + 0.044355496764183044, + 0.0730467364192009 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.020590247586369514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640286788344383 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640286788344383, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640286788344383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09843955934047699, + 0.05240430310368538, + 0.05939321219921112, + 0.085466168820858, + 0.1699407398700714, + 0.03632056713104248, + 0.1521388590335846, + 0.055435020476579666, + 0.16458694636821747, + 0.12587468326091766 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.004640286788344383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06784825772047043, + 0.12908422946929932, + 0.07591816037893295, + 0.059081852436065674, + 0.07487380504608154, + 0.022584952414035797, + 0.2426052987575531, + 0.07078905403614044, + 0.16463758051395416, + 0.09257678687572479 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.03810648247599602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a terrifying, ground-level, static first-person perspective, with the camera looking straight up, a giant snail begins its slow, inexorable advance toward the viewer. Its two upper eyestalks, gleaming in the faint moonlight, fleshy and lush, extend menacingly, probing the air before locking onto the camera with an unsettling, alien focus. The snail's body, a blob of slimy, translucent brown and gray flesh, inexorably moves forward across the dark, damp forest floor, littered with rotting leaves and moss. Every rhythmic, undulating contraction of its muscular feet is rendered in surreal detail, deliberately pulling its rough, spiraling shell across the terrain, leaving a trail of glistening, sticky slime that catches the icy light. The extreme low-angle lens and macro focus transform the ordinary creature into a terrifying behemoth. Its deliberate, unhurried pace and the deep shadows surrounding it create an atmosphere of claustrophobia and deep unease, the kind that belies the inevitability of its slow-motion onslaught.", + "seed": 10045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_6228_seed_10045_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26266916673630475, + "vlm_logprob": -0.26266916673630475, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.26266916673630475, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.227118968963623 + ], + "opposite_logprob_tokens": [ + -0.35211893916130066 + ], + "logprob_reward": -1.227118968963623, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.227118968963623, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11150151491165161, + 0.06985267251729965, + 0.2675248682498932, + 0.03398935869336128, + 0.14858299493789673, + 0.043874748051166534, + 0.04221818223595619, + 0.04192081093788147, + 0.03792348876595497, + 0.20261138677597046 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -1.227118968963623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018232136964797974 + ], + "opposite_logprob_tokens": [ + -4.018232345581055 + ], + "logprob_reward": -0.018232136964797974, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018232136964797974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07311117649078369, + 0.05003886669874191, + 0.42121633887290955, + 0.02577441744506359, + 0.09557276964187622, + 0.061002302914857864, + 0.11468905210494995, + 0.03402670845389366, + 0.019093848764896393, + 0.10547452419996262 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.018232136964797974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192220479249954 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192220479249954, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192220479249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09051477164030075, + 0.057069774717092514, + 0.5024417638778687, + 0.0394432358443737, + 0.058245446532964706, + 0.05634089931845665, + 0.08924270421266556, + 0.03427068516612053, + 0.02164590358734131, + 0.05078480765223503 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.018192220479249954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08803217858076096, + 0.07053165137767792, + 0.23267656564712524, + 0.06563986092805862, + 0.08530116081237793, + 0.030904164537787437, + 0.09348886460065842, + 0.08077061921358109, + 0.1265825480222702, + 0.12607239186763763 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306454211473465 + ], + "opposite_logprob_tokens": [ + -3.168064594268799 + ], + "logprob_reward": -0.04306454211473465, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306454211473465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10453857481479645, + 0.03878621384501457, + 0.24046653509140015, + 0.048112694174051285, + 0.11489472538232803, + 0.04878879338502884, + 0.14271046221256256, + 0.09074316918849945, + 0.09972809255123138, + 0.07123063504695892 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.04306454211473465 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a terrifying, ground-level, static first-person perspective, with the camera looking straight up, a giant snail begins its slow, inexorable advance toward the viewer. Its two upper eyestalks, gleaming in the faint moonlight, fleshy and lush, extend menacingly, probing the air before locking onto the camera with an unsettling, alien focus. The snail's body, a blob of slimy, translucent brown and gray flesh, inexorably moves forward across the dark, damp forest floor, littered with rotting leaves and moss. Every rhythmic, undulating contraction of its muscular feet is rendered in surreal detail, deliberately pulling its rough, spiraling shell across the terrain, leaving a trail of glistening, sticky slime that catches the icy light. The extreme low-angle lens and macro focus transform the ordinary creature into a terrifying behemoth. Its deliberate, unhurried pace and the deep shadows surrounding it create an atmosphere of claustrophobia and deep unease, the kind that belies the inevitability of its slow-motion onslaught.", + "seed": 10046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_7/index_6228_seed_10046_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31899184864014385, + "vlm_logprob": -0.31899184864014385, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.31899184864014385, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5054525136947632 + ], + "opposite_logprob_tokens": [ + -0.2554524838924408 + ], + "logprob_reward": -1.5054525136947632, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5054525136947632, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24459591507911682, + 0.08057966083288193, + 0.11945657432079315, + 0.08907685428857803, + 0.08074244111776352, + 0.07991726696491241, + 0.1994849294424057, + 0.0228731706738472, + 0.03055691160261631, + 0.05271622911095619 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -1.5054525136947632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020623063668608665 + ], + "opposite_logprob_tokens": [ + -3.895622968673706 + ], + "logprob_reward": -0.020623063668608665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020623063668608665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14474008977413177, + 0.05965113267302513, + 0.11677458882331848, + 0.04559043049812317, + 0.04738409072160721, + 0.11371051520109177, + 0.2195919007062912, + 0.06361944228410721, + 0.06832258403301239, + 0.12061522156000137 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.020623063668608665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819257251918316 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.01819257251918316, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819257251918316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23053334653377533, + 0.08033085614442825, + 0.07565740495920181, + 0.06184603273868561, + 0.06770916283130646, + 0.14926500618457794, + 0.10582127422094345, + 0.03797503188252449, + 0.12664778530597687, + 0.06421403586864471 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.01819257251918316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12307517975568771, + 0.107166588306427, + 0.13065393269062042, + 0.11689318716526031, + 0.22914472222328186, + 0.08083200454711914, + 0.055138178169727325, + 0.021003706380724907, + 0.037715498358011246, + 0.09837698936462402 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.007632262073457241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a ground-level first-person perspective looking straight up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant snail with two upper eyestalks visible advancing toward the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body depicted as a slimy, translucent brown and gray flesh blob?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail moving across a dark, damp forest floor littered with rotting leaves and moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail leave a trail of glistening, sticky slime that catches the light as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305883124470711 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305883124470711, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305883124470711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20414918661117554, + 0.05733500421047211, + 0.04321347922086716, + 0.09151304513216019, + 0.12344180047512054, + 0.0967322438955307, + 0.19806821644306183, + 0.03639543801546097, + 0.08815789967775345, + 0.06099370867013931 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.04305883124470711 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_tensor([3668, 3668])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_tensor([3668, 3668])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1bd5227a7b12f0bc9017305ac02ef07a6cdf199 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_tensor([3668, 3668])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed from a low angle, moves the camera left in a slow, graceful arc, following the dance of Chang'e, the Moon Fairy. Her long, raven-black hair, meticulously tied into an intricate, classical bun and adorned with several shimmering white jade hairpins, shimmers with warmth. Mirroring the cool moonlight, her flawless, fair face reveals a tranquil, profound melancholy. She wears a flowing robe of nearly transparent silver-white silk, delicately embroidered with auspicious cloud patterns in silver thread, which shimmers with her movements. The robe's most striking feature are its immensely long sleeves, flowing from her wrists, their texture as light as smoke. With a light and unhurried demeanor, she dances beneath an ancient, gnarled osmanthus tree, covered in tiny, golden blossoms that exude a delicate fragrance. With a graceful twirl, she cautiously raised her arms, and her sleeves seemed to come alive, unfurling, fluttering, and swirling through the air, drawing paths as soft and graceful as ripples on water. The entire scene was enveloped by a clear, luminous silver moonlight, casting soft shadows on the jade-like ground, creating a dreamlike atmosphere of ultimate tranquility, ethereal beauty, and a touch of loneliness.", + "seed": 5603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_3668_seed_5603_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013456540205515921, + "vlm_logprob": -0.013456540205515921, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.013456540205515921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01144710648804903 + ], + "opposite_logprob_tokens": [ + -4.511446952819824 + ], + "logprob_reward": -0.01144710648804903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01144710648804903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23161686956882477, + 0.1147642657160759, + 0.0972624272108078, + 0.05835343897342682, + 0.049599822610616684, + 0.17624393105506897, + 0.0874108225107193, + 0.07494111359119415, + 0.06574570387601852, + 0.0440615713596344 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01144710648804903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019524098606780171 + ], + "opposite_logprob_tokens": [ + -6.251952648162842 + ], + "logprob_reward": -0.0019524098606780171, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019524098606780171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18592393398284912, + 0.07863398641347885, + 0.10013408213853836, + 0.07338250428438187, + 0.04286259040236473, + 0.1729937046766281, + 0.08536632359027863, + 0.10240650177001953, + 0.05400114133954048, + 0.10429525375366211 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0019524098606780171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067374915815889835 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.0067374915815889835, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067374915815889835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12965302169322968, + 0.05663653463125229, + 0.17200393974781036, + 0.09209571033716202, + 0.03015497513115406, + 0.06945759803056717, + 0.05801302567124367, + 0.1861901432275772, + 0.13856728374958038, + 0.06722785532474518 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.0067374915815889835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22632011771202087, + 0.0769592747092247, + 0.0587080717086792, + 0.0677146464586258, + 0.07086531817913055, + 0.14823707938194275, + 0.09736455231904984, + 0.1310703307390213, + 0.0654742568731308, + 0.05728635936975479 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.004096450749784708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304924234747887 + ], + "opposite_logprob_tokens": [ + -3.1680493354797363 + ], + "logprob_reward": -0.04304924234747887, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304924234747887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11086597293615341, + 0.08643864095211029, + 0.099919892847538, + 0.19005540013313293, + 0.06786062568426132, + 0.13847653567790985, + 0.10047310590744019, + 0.04791377857327461, + 0.06636182218790054, + 0.09163428097963333 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.04304924234747887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, moves the camera left in a slow, graceful arc, following the dance of Chang'e, the Moon Fairy. Her long, raven-black hair, meticulously tied into an intricate, classical bun and adorned with several shimmering white jade hairpins, shimmers with warmth. Mirroring the cool moonlight, her flawless, fair face reveals a tranquil, profound melancholy. She wears a flowing robe of nearly transparent silver-white silk, delicately embroidered with auspicious cloud patterns in silver thread, which shimmers with her movements. The robe's most striking feature are its immensely long sleeves, flowing from her wrists, their texture as light as smoke. With a light and unhurried demeanor, she dances beneath an ancient, gnarled osmanthus tree, covered in tiny, golden blossoms that exude a delicate fragrance. With a graceful twirl, she cautiously raised her arms, and her sleeves seemed to come alive, unfurling, fluttering, and swirling through the air, drawing paths as soft and graceful as ripples on water. The entire scene was enveloped by a clear, luminous silver moonlight, casting soft shadows on the jade-like ground, creating a dreamlike atmosphere of ultimate tranquility, ethereal beauty, and a touch of loneliness.", + "seed": 5604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_3668_seed_5604_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014997140131890773, + "vlm_logprob": -0.014997140131890773, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.014997140131890773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0069818575866520405 + ], + "opposite_logprob_tokens": [ + -5.00698184967041 + ], + "logprob_reward": -0.0069818575866520405, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0069818575866520405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1049867495894432, + 0.1038980484008789, + 0.05575030297040939, + 0.02433452010154724, + 0.0859878808259964, + 0.022517982870340347, + 0.2868536412715912, + 0.07783951610326767, + 0.12803864479064941, + 0.1097928136587143 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0069818575866520405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495985943824053 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495985943824053, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495985943824053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13051168620586395, + 0.07116104662418365, + 0.07284392416477203, + 0.05239914730191231, + 0.12037739157676697, + 0.12064025551080704, + 0.22768482565879822, + 0.07168205082416534, + 0.04534730687737465, + 0.08735240995883942 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.002495985943824053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11220381408929825, + 0.16519226133823395, + 0.06454820930957794, + 0.03884291276335716, + 0.07056917995214462, + 0.14674484729766846, + 0.0752159133553505, + 0.05611783638596535, + 0.17538893222808838, + 0.09517610818147659 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.004635659046471119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059441933408379555 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.0059441933408379555, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059441933408379555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13578324019908905, + 0.0969926193356514, + 0.07801883667707443, + 0.07012425363063812, + 0.037595704197883606, + 0.04497671127319336, + 0.1324618011713028, + 0.14317969977855682, + 0.10085372626781464, + 0.1600133776664734 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0059441933408379555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549280047416687 + ], + "opposite_logprob_tokens": [ + -2.9299280643463135 + ], + "logprob_reward": -0.0549280047416687, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549280047416687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21266008913516998, + 0.16430439054965973, + 0.07394473999738693, + 0.06313372403383255, + 0.05047893151640892, + 0.042637355625629425, + 0.1076541319489479, + 0.10162045806646347, + 0.10005814582109451, + 0.08350803703069687 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0549280047416687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, moves the camera left in a slow, graceful arc, following the dance of Chang'e, the Moon Fairy. Her long, raven-black hair, meticulously tied into an intricate, classical bun and adorned with several shimmering white jade hairpins, shimmers with warmth. Mirroring the cool moonlight, her flawless, fair face reveals a tranquil, profound melancholy. She wears a flowing robe of nearly transparent silver-white silk, delicately embroidered with auspicious cloud patterns in silver thread, which shimmers with her movements. The robe's most striking feature are its immensely long sleeves, flowing from her wrists, their texture as light as smoke. With a light and unhurried demeanor, she dances beneath an ancient, gnarled osmanthus tree, covered in tiny, golden blossoms that exude a delicate fragrance. With a graceful twirl, she cautiously raised her arms, and her sleeves seemed to come alive, unfurling, fluttering, and swirling through the air, drawing paths as soft and graceful as ripples on water. The entire scene was enveloped by a clear, luminous silver moonlight, casting soft shadows on the jade-like ground, creating a dreamlike atmosphere of ultimate tranquility, ethereal beauty, and a touch of loneliness.", + "seed": 5605, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_3668_seed_5605_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019329020660370587, + "vlm_logprob": -0.019329020660370587, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.019329020660370587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038707830011844635 + ], + "opposite_logprob_tokens": [ + -3.288707733154297 + ], + "logprob_reward": -0.038707830011844635, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038707830011844635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23506960272789001, + 0.07991998642683029, + 0.05491367727518082, + 0.1421029269695282, + 0.05047256499528885, + 0.03334725275635719, + 0.08661539107561111, + 0.06749890744686127, + 0.07351573556661606, + 0.1765439510345459 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.038707830011844635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830191981047392 + ], + "opposite_logprob_tokens": [ + -5.8778300285339355 + ], + "logprob_reward": -0.002830191981047392, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830191981047392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09676330536603928, + 0.06594060361385345, + 0.08653556555509567, + 0.10080651193857193, + 0.12387222051620483, + 0.042330797761678696, + 0.04598396271467209, + 0.062294553965330124, + 0.04172537848353386, + 0.33374714851379395 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.002830191981047392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07409612089395523, + 0.06520938873291016, + 0.01070290058851242, + 0.021526196971535683, + 0.05284876748919487, + 0.011626715771853924, + 0.03608077019453049, + 0.056972745805978775, + 0.05690721422433853, + 0.6140291690826416 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948103964328766 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948103964328766, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948103964328766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11578220874071121, + 0.06272081285715103, + 0.10864938795566559, + 0.1239563375711441, + 0.08934976905584335, + 0.04037398844957352, + 0.05703478679060936, + 0.03945932164788246, + 0.15920144319534302, + 0.20347200334072113 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.005948103964328766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038083646446466446 + ], + "opposite_logprob_tokens": [ + -3.288083553314209 + ], + "logprob_reward": -0.038083646446466446, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038083646446466446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11784079670906067, + 0.040206532925367355, + 0.14657557010650635, + 0.05036109313368797, + 0.21167677640914917, + 0.09917672723531723, + 0.08699417114257812, + 0.05610803887248039, + 0.10808779299259186, + 0.0829724669456482 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.038083646446466446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, moves the camera left in a slow, graceful arc, following the dance of Chang'e, the Moon Fairy. Her long, raven-black hair, meticulously tied into an intricate, classical bun and adorned with several shimmering white jade hairpins, shimmers with warmth. Mirroring the cool moonlight, her flawless, fair face reveals a tranquil, profound melancholy. She wears a flowing robe of nearly transparent silver-white silk, delicately embroidered with auspicious cloud patterns in silver thread, which shimmers with her movements. The robe's most striking feature are its immensely long sleeves, flowing from her wrists, their texture as light as smoke. With a light and unhurried demeanor, she dances beneath an ancient, gnarled osmanthus tree, covered in tiny, golden blossoms that exude a delicate fragrance. With a graceful twirl, she cautiously raised her arms, and her sleeves seemed to come alive, unfurling, fluttering, and swirling through the air, drawing paths as soft and graceful as ripples on water. The entire scene was enveloped by a clear, luminous silver moonlight, casting soft shadows on the jade-like ground, creating a dreamlike atmosphere of ultimate tranquility, ethereal beauty, and a touch of loneliness.", + "seed": 5606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_8/index_3668_seed_5606_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011955151264555753, + "vlm_logprob": -0.011955151264555753, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.011955151264555753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010190009139478207 + ], + "opposite_logprob_tokens": [ + -4.635190010070801 + ], + "logprob_reward": -0.010190009139478207, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010190009139478207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054388970136642456, + 0.024180961772799492, + 0.05306316167116165, + 0.01786888763308525, + 0.02840905636548996, + 0.15868736803531647, + 0.10248498618602753, + 0.1189187690615654, + 0.43281254172325134, + 0.00918523408472538 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.010190009139478207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019471748964861035 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019471748964861035, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019471748964861035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06428686529397964, + 0.02373204194009304, + 0.05253766477108002, + 0.019049249589443207, + 0.03651478886604309, + 0.1476868987083435, + 0.13804669678211212, + 0.14349780976772308, + 0.36705446243286133, + 0.0075934771448373795 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.0019471748964861035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612422849982977 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612422849982977, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612422849982977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643279016017914, + 0.10042551904916763, + 0.04512004926800728, + 0.03717688098549843, + 0.06371232867240906, + 0.10023387521505356, + 0.06653957813978195, + 0.08431151509284973, + 0.38390210270881653, + 0.022145410999655724 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.003612422849982977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04104376956820488, + 0.015703992918133736, + 0.02789933606982231, + 0.023993248119950294, + 0.014902755618095398, + 0.11310737580060959, + 0.12175361067056656, + 0.076569102704525, + 0.5314761400222778, + 0.033550672233104706 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.00594525970518589 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Chang'e, a female figure with long raven-black hair tied in a classical bun with white jade hairpins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a nearly transparent silver-white silk robe embroidered with silver cloud patterns and featuring immensely long sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set beneath an ancient, gnarled osmanthus tree covered in tiny golden blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character perform a graceful twirl while raising her arms, causing her long sleeves to unfurl and swirl through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a low angle that moves left in a slow, graceful arc?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038080889731645584 + ], + "opposite_logprob_tokens": [ + -3.288080930709839 + ], + "logprob_reward": -0.038080889731645584, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038080889731645584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05993436649441719, + 0.04507562890648842, + 0.04524743929505348, + 0.030688876286149025, + 0.04512568190693855, + 0.1136116087436676, + 0.0939379557967186, + 0.13057193160057068, + 0.41242125630378723, + 0.023385310545563698 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.038080889731645584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_tensor([8863, 8863])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_tensor([8863, 8863])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..783904d6c5590eedb71424a9c7c0a313627d5cfe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_tensor([8863, 8863])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, static shot, shot from a slightly overhead angle, captures the panorama of a crowded subway platform. Through the magic of time-lapse photography, the long queue of people waiting to board the train ceases to be distinct individuals and converges into a sinuous, dynamic river of light and shadow. Their forms are dramatically elongated and blurred, forming a multicolored trail of light, a blend of varying shades of clothing, the outlines of backpacks, and the occasional illuminated phone screen. These trails flow steadily and methodically along the yellow safety line at the platform's edge, moving at varying speeds and intensities. Rows of white fluorescent lights on the platform's ceiling cast a cool, even light, reflecting off the polished yet slightly worn terrazzo floor in a shimmering, shimmering shadow. This contrasts sharply with the stark gray backdrop of the deep tunnel entrance and massive concrete support columns. Throughout the image, the stark visual contrast between the static architectural structure and the fluidity of life creates a captivating atmosphere of bustling bustle and surreal beauty, poignantly depicting the anonymous, constant pulse of energy in modern urban life.", + "seed": 2844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_8863_seed_2844_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04666760819964111, + "vlm_logprob": -0.04666760819964111, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04666760819964111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07117630541324615 + ], + "opposite_logprob_tokens": [ + -2.696176290512085 + ], + "logprob_reward": -0.07117630541324615, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07117630541324615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12922881543636322, + 0.05024254322052002, + 0.03913873806595802, + 0.08153345435857773, + 0.05286319553852081, + 0.09624062478542328, + 0.06852646172046661, + 0.35540249943733215, + 0.011015028692781925, + 0.11580858379602432 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.07117630541324615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036406919825822115 + ], + "opposite_logprob_tokens": [ + -5.628640651702881 + ], + "logprob_reward": -0.0036406919825822115, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036406919825822115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12354356050491333, + 0.0385952889919281, + 0.28614094853401184, + 0.06662239879369736, + 0.06913644820451736, + 0.07826945930719376, + 0.12462136149406433, + 0.09261061996221542, + 0.0773748978972435, + 0.04308493807911873 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0036406919825822115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428038626909256 + ], + "opposite_logprob_tokens": [ + -2.017803907394409 + ], + "logprob_reward": -0.1428038626909256, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428038626909256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11945978552103043, + 0.06947113573551178, + 0.20287880301475525, + 0.05912845954298973, + 0.026942474767565727, + 0.09746438264846802, + 0.18035589158535004, + 0.11441932618618011, + 0.07283124327659607, + 0.05704851076006889 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.1428038626909256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645151551812887 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645151551812887, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645151551812887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.203068807721138, + 0.09191820025444031, + 0.16709038615226746, + 0.03859232738614082, + 0.06822774559259415, + 0.0746721625328064, + 0.07894267141819, + 0.14634069800376892, + 0.06485920399427414, + 0.0662878155708313 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004645151551812887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072029359638691 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072029359638691, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072029359638691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25593456625938416, + 0.10222725570201874, + 0.171492800116539, + 0.03831952437758446, + 0.023986689746379852, + 0.06048973277211189, + 0.06926510483026505, + 0.11888404935598373, + 0.05257600545883179, + 0.10682431608438492 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.011072029359638691 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, shot from a slightly overhead angle, captures the panorama of a crowded subway platform. Through the magic of time-lapse photography, the long queue of people waiting to board the train ceases to be distinct individuals and converges into a sinuous, dynamic river of light and shadow. Their forms are dramatically elongated and blurred, forming a multicolored trail of light, a blend of varying shades of clothing, the outlines of backpacks, and the occasional illuminated phone screen. These trails flow steadily and methodically along the yellow safety line at the platform's edge, moving at varying speeds and intensities. Rows of white fluorescent lights on the platform's ceiling cast a cool, even light, reflecting off the polished yet slightly worn terrazzo floor in a shimmering, shimmering shadow. This contrasts sharply with the stark gray backdrop of the deep tunnel entrance and massive concrete support columns. Throughout the image, the stark visual contrast between the static architectural structure and the fluidity of life creates a captivating atmosphere of bustling bustle and surreal beauty, poignantly depicting the anonymous, constant pulse of energy in modern urban life.", + "seed": 2845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_8863_seed_2845_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026804814022034405, + "vlm_logprob": -0.026804814022034405, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.026804814022034405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06654084473848343 + ], + "opposite_logprob_tokens": [ + -2.8165409564971924 + ], + "logprob_reward": -0.06654084473848343, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06654084473848343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1316242665052414, + 0.0863223448395729, + 0.08467602729797363, + 0.31059911847114563, + 0.07091069221496582, + 0.024964379146695137, + 0.1318356841802597, + 0.024261372163891792, + 0.07978052645921707, + 0.055025652050971985 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.06654084473848343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02639310248196125 + ], + "opposite_logprob_tokens": [ + -3.651393175125122 + ], + "logprob_reward": -0.02639310248196125, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02639310248196125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18361707031726837, + 0.08586440980434418, + 0.07355941087007523, + 0.09797828644514084, + 0.08742734044790268, + 0.02586626075208187, + 0.3059280514717102, + 0.06501706689596176, + 0.05168677866458893, + 0.023055341094732285 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.02639310248196125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296575993299484 + ], + "opposite_logprob_tokens": [ + -3.773296594619751 + ], + "logprob_reward": -0.023296575993299484, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296575993299484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22683729231357574, + 0.08668575435876846, + 0.07891059666872025, + 0.10995610803365707, + 0.08134506642818451, + 0.053247347474098206, + 0.18180376291275024, + 0.050191015005111694, + 0.07064484804868698, + 0.06037820875644684 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.023296575993299484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052597238682210445 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.0052597238682210445, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052597238682210445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1213826835155487, + 0.07547235488891602, + 0.07881665229797363, + 0.117058664560318, + 0.07802216708660126, + 0.12215716391801834, + 0.09258268773555756, + 0.07551633566617966, + 0.03617989644408226, + 0.20281139016151428 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0052597238682210445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524561196565628, + 0.06335824728012085, + 0.1361304372549057, + 0.1432303488254547, + 0.12703140079975128, + 0.08075395226478577, + 0.10371211171150208, + 0.11850403249263763, + 0.023404275998473167, + 0.051419079303741455 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.012533823028206825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, shot from a slightly overhead angle, captures the panorama of a crowded subway platform. Through the magic of time-lapse photography, the long queue of people waiting to board the train ceases to be distinct individuals and converges into a sinuous, dynamic river of light and shadow. Their forms are dramatically elongated and blurred, forming a multicolored trail of light, a blend of varying shades of clothing, the outlines of backpacks, and the occasional illuminated phone screen. These trails flow steadily and methodically along the yellow safety line at the platform's edge, moving at varying speeds and intensities. Rows of white fluorescent lights on the platform's ceiling cast a cool, even light, reflecting off the polished yet slightly worn terrazzo floor in a shimmering, shimmering shadow. This contrasts sharply with the stark gray backdrop of the deep tunnel entrance and massive concrete support columns. Throughout the image, the stark visual contrast between the static architectural structure and the fluidity of life creates a captivating atmosphere of bustling bustle and surreal beauty, poignantly depicting the anonymous, constant pulse of energy in modern urban life.", + "seed": 2846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_8863_seed_2846_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05239962553605437, + "vlm_logprob": -0.05239962553605437, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05239962553605437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045597143471241 + ], + "opposite_logprob_tokens": [ + -3.2955970764160156 + ], + "logprob_reward": -0.045597143471241, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.045597143471241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13273757696151733, + 0.051821961998939514, + 0.04223358631134033, + 0.055838391184806824, + 0.04605238512158394, + 0.050045620650053024, + 0.11496883630752563, + 0.2866223156452179, + 0.030227603390812874, + 0.18945172429084778 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.045597143471241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14293190836906433 + ], + "opposite_logprob_tokens": [ + -2.0179319381713867 + ], + "logprob_reward": -0.14293190836906433, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14293190836906433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2022835612297058, + 0.06461653113365173, + 0.08836042135953903, + 0.07235986739397049, + 0.0439072884619236, + 0.018883077427744865, + 0.09967151284217834, + 0.23242051899433136, + 0.04195632413029671, + 0.13554084300994873 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.14293190836906433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497223883867264 + ], + "opposite_logprob_tokens": [ + -2.9299721717834473 + ], + "logprob_reward": -0.05497223883867264, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497223883867264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1560937613248825, + 0.050598520785570145, + 0.1270211786031723, + 0.073333740234375, + 0.04378603771328926, + 0.027363339439034462, + 0.03919893875718117, + 0.1509695202112198, + 0.04078667610883713, + 0.2908482849597931 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.05497223883867264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595983536913991 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.00595983536913991, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595983536913991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16563718020915985, + 0.05119019374251366, + 0.05149905011057854, + 0.10006336867809296, + 0.08018554747104645, + 0.031134355813264847, + 0.04836089536547661, + 0.09915713965892792, + 0.018448783084750175, + 0.3543234169483185 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.00595983536913991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20782072842121124, + 0.0489315465092659, + 0.0421212874352932, + 0.06105002760887146, + 0.02726992964744568, + 0.04464011639356613, + 0.06895714998245239, + 0.14897599816322327, + 0.01836768537759781, + 0.3318656086921692 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.012537001632153988 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, shot from a slightly overhead angle, captures the panorama of a crowded subway platform. Through the magic of time-lapse photography, the long queue of people waiting to board the train ceases to be distinct individuals and converges into a sinuous, dynamic river of light and shadow. Their forms are dramatically elongated and blurred, forming a multicolored trail of light, a blend of varying shades of clothing, the outlines of backpacks, and the occasional illuminated phone screen. These trails flow steadily and methodically along the yellow safety line at the platform's edge, moving at varying speeds and intensities. Rows of white fluorescent lights on the platform's ceiling cast a cool, even light, reflecting off the polished yet slightly worn terrazzo floor in a shimmering, shimmering shadow. This contrasts sharply with the stark gray backdrop of the deep tunnel entrance and massive concrete support columns. Throughout the image, the stark visual contrast between the static architectural structure and the fluidity of life creates a captivating atmosphere of bustling bustle and surreal beauty, poignantly depicting the anonymous, constant pulse of energy in modern urban life.", + "seed": 2847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_0/index_8863_seed_2847_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10839986065402626, + "vlm_logprob": -0.10839986065402626, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.10839986065402626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09002678096294403 + ], + "opposite_logprob_tokens": [ + -2.46502685546875 + ], + "logprob_reward": -0.09002678096294403, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09002678096294403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10935331881046295, + 0.15334942936897278, + 0.09956133365631104, + 0.06823793798685074, + 0.15095137059688568, + 0.08555639535188675, + 0.04793727397918701, + 0.16007475554943085, + 0.08313781768083572, + 0.04184030368924141 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.09002678096294403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005276799667626619 + ], + "opposite_logprob_tokens": [ + -5.255276679992676 + ], + "logprob_reward": -0.005276799667626619, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005276799667626619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1450904756784439, + 0.2029266655445099, + 0.02558095194399357, + 0.13511818647384644, + 0.14472492039203644, + 0.07863011956214905, + 0.017382901161909103, + 0.17641179263591766, + 0.04225515201687813, + 0.031878840178251266 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.005276799667626619 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288827180862427 + ], + "opposite_logprob_tokens": [ + -1.0538827180862427 + ], + "logprob_reward": -0.4288827180862427, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288827180862427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10102080553770065, + 0.09563757479190826, + 0.10626599937677383, + 0.12841075658798218, + 0.047274403274059296, + 0.020010052248835564, + 0.025364182889461517, + 0.44685158133506775, + 0.019445717334747314, + 0.00971895270049572 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.4288827180862427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036228755488991737 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.0036228755488991737, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036228755488991737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26674893498420715, + 0.05099150910973549, + 0.05186735838651657, + 0.06397578865289688, + 0.03866623342037201, + 0.05424228683114052, + 0.019314313307404518, + 0.4107432961463928, + 0.017218399792909622, + 0.026231879368424416 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0036228755488991737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crowded subway platform with a queue of people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the people appear as a blurred, multicolored river of light and shadow rather than distinct individuals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a slightly overhead angle in a wide, static frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of white fluorescent lights visible on the ceiling casting cool light on a polished terrazzo floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stark gray backdrop featuring a deep tunnel entrance and massive concrete support columns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419012900441885 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.01419012900441885, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419012900441885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17624391615390778, + 0.09798755496740341, + 0.08454159647226334, + 0.059543538838624954, + 0.03310532867908478, + 0.044659972190856934, + 0.035268981009721756, + 0.4152030944824219, + 0.027525974437594414, + 0.025920070707798004 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.01419012900441885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_tensor([6550, 6550])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_tensor([6550, 6550])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e78e0e108e85484db43d23577225f91497c87cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_tensor([6550, 6550])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone's bird's-eye view, captured from directly above, slowly descends in a clockwise spiral, focusing on an e-reader screen resting on a dark wooden tabletop. Initially, the screen displays a static, beautifully designed e-book cover. However, as the camera draws closer, the image begins to magically transform: the title, composed of artistic typography in a neon-bright cyan glow, seems to come alive, pulsating subtly. Simultaneously, the surreal illustrations, rendered with delicate digital brushstrokes—including a deep-sea whale with butterfly wings, a miniature crystal mountain range suspended in mid-air, and nebula-like flowers blooming in reverse—begin to glow with a soft halo. Suddenly, as if freeing themselves from the pull of their two-dimensional plane, these elements gracefully peel from the screen's surface and ascend into the inky blackness of the background. The luminous title transforms into a nimble ribbon of light, guiding the illustrated elements in a dazzling aerial ballet before the camera: a giant whale gracefully flaps its translucent wings, tracing graceful arcs in the air; crystal mountains steadily and calmly rotate around the ribbon of light, refracting a rainbow of colors; and nebulous flowers carefully emit shimmering golden particles with each rotation. Their own magical light serves as the sole source of illumination, trailing brilliant trails against the profound background. The entire scene imbues itself with a dreamlike atmosphere of digital magic, imbued with dynamic visual poetry and captivating spectacle.", + "seed": 32167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_6550_seed_32167_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3124882098287344, + "vlm_logprob": -0.3124882098287344, + "vlm_yes_no_margin": 1.8250000059604645, + "vlm_token_credit": -0.3124882098287344, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9889498949050903 + ], + "opposite_logprob_tokens": [ + -0.4889499247074127 + ], + "logprob_reward": -0.9889498949050903, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9889498949050903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12445627897977829, + 0.14187315106391907, + 0.10187604278326035, + 0.07267831265926361, + 0.05430987477302551, + 0.11272154748439789, + 0.0978526771068573, + 0.06408142298460007, + 0.20648254454135895, + 0.023668179288506508 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.9889498949050903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25214695930480957 + ], + "opposite_logprob_tokens": [ + -1.5021469593048096 + ], + "logprob_reward": -0.25214695930480957, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25214695930480957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08928347378969193, + 0.043460194021463394, + 0.08313443511724472, + 0.05704871192574501, + 0.05829412862658501, + 0.04937350004911423, + 0.1287825107574463, + 0.07037993520498276, + 0.30731475353240967, + 0.11292833089828491 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.25214695930480957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216220006346703 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216220006346703, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216220006346703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13578666746616364, + 0.1334342658519745, + 0.08220221847295761, + 0.06992415338754654, + 0.022838426753878593, + 0.12941467761993408, + 0.18433617055416107, + 0.07966479659080505, + 0.11229593306779861, + 0.05010262131690979 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.014216220006346703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498351901769638 + ], + "opposite_logprob_tokens": [ + -2.929983615875244 + ], + "logprob_reward": -0.05498351901769638, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498351901769638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14393410086631775, + 0.08904977887868881, + 0.08187899738550186, + 0.07784967124462128, + 0.0660393089056015, + 0.08430270850658417, + 0.13596172630786896, + 0.08637089282274246, + 0.06697283685207367, + 0.1676400601863861 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.05498351901769638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252144455909729 + ], + "opposite_logprob_tokens": [ + -1.502144455909729 + ], + "logprob_reward": -0.252144455909729, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252144455909729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2146797627210617, + 0.09251388907432556, + 0.050843313336372375, + 0.1258670836687088, + 0.053374432027339935, + 0.04883692413568497, + 0.10667019337415695, + 0.09170308709144592, + 0.14358457922935486, + 0.07192670553922653 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.252144455909729 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone's bird's-eye view, captured from directly above, slowly descends in a clockwise spiral, focusing on an e-reader screen resting on a dark wooden tabletop. Initially, the screen displays a static, beautifully designed e-book cover. However, as the camera draws closer, the image begins to magically transform: the title, composed of artistic typography in a neon-bright cyan glow, seems to come alive, pulsating subtly. Simultaneously, the surreal illustrations, rendered with delicate digital brushstrokes—including a deep-sea whale with butterfly wings, a miniature crystal mountain range suspended in mid-air, and nebula-like flowers blooming in reverse—begin to glow with a soft halo. Suddenly, as if freeing themselves from the pull of their two-dimensional plane, these elements gracefully peel from the screen's surface and ascend into the inky blackness of the background. The luminous title transforms into a nimble ribbon of light, guiding the illustrated elements in a dazzling aerial ballet before the camera: a giant whale gracefully flaps its translucent wings, tracing graceful arcs in the air; crystal mountains steadily and calmly rotate around the ribbon of light, refracting a rainbow of colors; and nebulous flowers carefully emit shimmering golden particles with each rotation. Their own magical light serves as the sole source of illumination, trailing brilliant trails against the profound background. The entire scene imbues itself with a dreamlike atmosphere of digital magic, imbued with dynamic visual poetry and captivating spectacle.", + "seed": 32168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_6550_seed_32168_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.38241645619273185, + "vlm_logprob": -0.38241645619273185, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.38241645619273185, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4132435321807861 + ], + "opposite_logprob_tokens": [ + -0.2882435917854309 + ], + "logprob_reward": -1.4132435321807861, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4132435321807861, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05211455747485161, + 0.01857571303844452, + 0.02941942773759365, + 0.012155351229012012, + 0.014103484340012074, + 0.21767446398735046, + 0.01171370130032301, + 0.04281293973326683, + 0.5381885766983032, + 0.06324183940887451 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -1.4132435321807861 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281386137008667 + ], + "opposite_logprob_tokens": [ + -1.406386137008667 + ], + "logprob_reward": -0.281386137008667, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281386137008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030448604375123978, + 0.02707766182720661, + 0.07287157326936722, + 0.019816584885120392, + 0.024735119193792343, + 0.06300926953554153, + 0.0746540054678917, + 0.07589863240718842, + 0.5752015113830566, + 0.03628703951835632 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.281386137008667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554895132780075 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012554895132780075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554895132780075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028670523315668106, + 0.03687535226345062, + 0.02374880760908127, + 0.012993994168937206, + 0.023283982649445534, + 0.13293255865573883, + 0.0229788925498724, + 0.027660269290208817, + 0.47977524995803833, + 0.21108047664165497 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.012554895132780075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062066882848739624 + ], + "opposite_logprob_tokens": [ + -2.8120667934417725 + ], + "logprob_reward": -0.062066882848739624, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062066882848739624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021119603887200356, + 0.01886891946196556, + 0.014916249550879002, + 0.007879546843469143, + 0.0069269705563783646, + 0.010894609615206718, + 0.023635881021618843, + 0.06791243702173233, + 0.8004636168479919, + 0.027382198721170425 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.062066882848739624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283083379268646 + ], + "opposite_logprob_tokens": [ + -2.0178308486938477 + ], + "logprob_reward": -0.14283083379268646, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283083379268646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10794944316148758, + 0.047660693526268005, + 0.02445208840072155, + 0.031092701479792595, + 0.026454241946339607, + 0.10517343878746033, + 0.10201096534729004, + 0.042959339916706085, + 0.39182040095329285, + 0.12042666971683502 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.14283083379268646 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone's bird's-eye view, captured from directly above, slowly descends in a clockwise spiral, focusing on an e-reader screen resting on a dark wooden tabletop. Initially, the screen displays a static, beautifully designed e-book cover. However, as the camera draws closer, the image begins to magically transform: the title, composed of artistic typography in a neon-bright cyan glow, seems to come alive, pulsating subtly. Simultaneously, the surreal illustrations, rendered with delicate digital brushstrokes—including a deep-sea whale with butterfly wings, a miniature crystal mountain range suspended in mid-air, and nebula-like flowers blooming in reverse—begin to glow with a soft halo. Suddenly, as if freeing themselves from the pull of their two-dimensional plane, these elements gracefully peel from the screen's surface and ascend into the inky blackness of the background. The luminous title transforms into a nimble ribbon of light, guiding the illustrated elements in a dazzling aerial ballet before the camera: a giant whale gracefully flaps its translucent wings, tracing graceful arcs in the air; crystal mountains steadily and calmly rotate around the ribbon of light, refracting a rainbow of colors; and nebulous flowers carefully emit shimmering golden particles with each rotation. Their own magical light serves as the sole source of illumination, trailing brilliant trails against the profound background. The entire scene imbues itself with a dreamlike atmosphere of digital magic, imbued with dynamic visual poetry and captivating spectacle.", + "seed": 32169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_6550_seed_32169_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5301870675757527, + "vlm_logprob": -0.5301870675757527, + "vlm_yes_no_margin": 1.949999988079071, + "vlm_token_credit": -0.5301870675757527, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1295061111450195 + ], + "opposite_logprob_tokens": [ + -0.12950612604618073 + ], + "logprob_reward": -2.1295061111450195, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1295061111450195, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29808416962623596, + 0.14759741723537445, + 0.07544602453708649, + 0.03221694007515907, + 0.01649235561490059, + 0.1842244565486908, + 0.037130165845155716, + 0.022757377475500107, + 0.07113908976316452, + 0.11491204798221588 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -2.1295061111450195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290357232093811 + ], + "opposite_logprob_tokens": [ + -1.0540356636047363 + ], + "logprob_reward": -0.4290357232093811, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4290357232093811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08818700164556503, + 0.04741945117712021, + 0.0645102858543396, + 0.05123203247785568, + 0.0175252053886652, + 0.5414469242095947, + 0.02706245332956314, + 0.04197264835238457, + 0.03721936419606209, + 0.08342459797859192 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.4290357232093811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014225504361093044 + ], + "opposite_logprob_tokens": [ + -4.264225482940674 + ], + "logprob_reward": -0.014225504361093044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014225504361093044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24508759379386902, + 0.07183967530727386, + 0.3317728638648987, + 0.04774779453873634, + 0.02712380513548851, + 0.11202231794595718, + 0.01514145452529192, + 0.0353071354329586, + 0.037846773862838745, + 0.07611057907342911 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.014225504361093044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091594472527504 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091594472527504, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091594472527504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06770846992731094, + 0.09222908318042755, + 0.04359501227736473, + 0.05269783362746239, + 0.028732873499393463, + 0.4619356393814087, + 0.06857149302959442, + 0.04625822603702545, + 0.041698478162288666, + 0.0965728834271431 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.016091594472527504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207640469074249 + ], + "opposite_logprob_tokens": [ + -2.8120763301849365 + ], + "logprob_reward": -0.06207640469074249, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207640469074249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16598254442214966, + 0.06727520376443863, + 0.2128540724515915, + 0.08192093670368195, + 0.024242039769887924, + 0.18392430245876312, + 0.0616069994866848, + 0.028052467852830887, + 0.05765579268336296, + 0.11648556590080261 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.06207640469074249 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone's bird's-eye view, captured from directly above, slowly descends in a clockwise spiral, focusing on an e-reader screen resting on a dark wooden tabletop. Initially, the screen displays a static, beautifully designed e-book cover. However, as the camera draws closer, the image begins to magically transform: the title, composed of artistic typography in a neon-bright cyan glow, seems to come alive, pulsating subtly. Simultaneously, the surreal illustrations, rendered with delicate digital brushstrokes—including a deep-sea whale with butterfly wings, a miniature crystal mountain range suspended in mid-air, and nebula-like flowers blooming in reverse—begin to glow with a soft halo. Suddenly, as if freeing themselves from the pull of their two-dimensional plane, these elements gracefully peel from the screen's surface and ascend into the inky blackness of the background. The luminous title transforms into a nimble ribbon of light, guiding the illustrated elements in a dazzling aerial ballet before the camera: a giant whale gracefully flaps its translucent wings, tracing graceful arcs in the air; crystal mountains steadily and calmly rotate around the ribbon of light, refracting a rainbow of colors; and nebulous flowers carefully emit shimmering golden particles with each rotation. Their own magical light serves as the sole source of illumination, trailing brilliant trails against the profound background. The entire scene imbues itself with a dreamlike atmosphere of digital magic, imbued with dynamic visual poetry and captivating spectacle.", + "seed": 32170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_1/index_6550_seed_32170_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5367119550704956, + "vlm_logprob": -0.5367119550704956, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.5367119550704956, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0209362506866455 + ], + "opposite_logprob_tokens": [ + -0.14593620598316193 + ], + "logprob_reward": -2.0209362506866455, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0209362506866455, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10166963934898376, + 0.04660896956920624, + 0.04952249303460121, + 0.11606068164110184, + 0.05120859667658806, + 0.04096885398030281, + 0.10699611902236938, + 0.18161210417747498, + 0.2327088564634323, + 0.07264364510774612 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -2.0209362506866455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.429059773683548 + ], + "opposite_logprob_tokens": [ + -1.0540597438812256 + ], + "logprob_reward": -0.429059773683548, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.429059773683548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07615543901920319, + 0.038982704281806946, + 0.08450736105442047, + 0.2623765766620636, + 0.04751232638955116, + 0.07932063192129135, + 0.22881406545639038, + 0.0764036551117897, + 0.0716799944639206, + 0.03424731269478798 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.429059773683548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008016854524612 + ], + "opposite_logprob_tokens": [ + -2.695080280303955 + ], + "logprob_reward": -0.07008016854524612, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008016854524612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1269214153289795, + 0.1754140853881836, + 0.14196887612342834, + 0.07761013507843018, + 0.038891952484846115, + 0.11950099468231201, + 0.09606624394655228, + 0.0221400149166584, + 0.1465264856815338, + 0.05495975911617279 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.07008016854524612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617924630641937 + ], + "opposite_logprob_tokens": [ + -3.895617961883545 + ], + "logprob_reward": -0.020617924630641937, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617924630641937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07218082249164581, + 0.08206245303153992, + 0.13270553946495056, + 0.06046502664685249, + 0.0634055957198143, + 0.09485166519880295, + 0.2593614161014557, + 0.14274612069129944, + 0.05182027816772461, + 0.04040106385946274 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.020617924630641937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a bird's-eye view directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move in a clockwise spiral while slowly descending?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an e-reader screen resting on a dark wooden tabletop visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do surreal illustrations including a whale with butterfly wings, a crystal mountain range, and nebula-like flowers peel from the screen and ascend into the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the elements in the air (whale, mountains, flowers) emit their own light as the sole source of illumination against a black background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286565780639648 + ], + "opposite_logprob_tokens": [ + -2.0178656578063965 + ], + "logprob_reward": -0.14286565780639648, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14286565780639648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07013648003339767, + 0.052275046706199646, + 0.10048972815275192, + 0.07305125147104263, + 0.04643853008747101, + 0.05991959944367409, + 0.3315925896167755, + 0.06805027276277542, + 0.11700456589460373, + 0.08104192465543747 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.14286565780639648 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_tensor([3126, 3126])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_tensor([3126, 3126])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3c25dd0616690ddeded6863885f5d6ff53832ec2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_tensor([3126, 3126])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, wide shot captures the desolate, lonely expanse of an empty football stadium at night, its towering array of lights casting an overwhelming, clinical, white glare onto the pitch. This unrelenting light meticulously illuminates every blade of the neatly manicured green grass, creating a scene of surreal clarity. At the center of this vast emptiness, two vaguely outlined figures engage in a brutal battle. Their forms are blurred and featureless by the harsh backlight, but their elongated, twisted shadows are thrust into sharp, massive relief, struggling violently against the vibrant green turf as if they were separate, demonic entities. One figure, broader and heavier, thrusts forward with raw strength, while the other, thinner and more agile, twists and struggles desperately, trying to break free from its bonds. Their movements are not practiced but savage and exhausted—a clumsy, desperate dance of survival, as they stumble over each other and gradually disappear into the dark abyss under the silent, unblinking gaze of the empty stands, creating an oppressive, tense atmosphere of isolated violence.", + "seed": 32892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_3126_seed_32892_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043923850357532504, + "vlm_logprob": -0.043923850357532504, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.043923850357532504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12847307324409485 + ], + "opposite_logprob_tokens": [ + -2.1284730434417725 + ], + "logprob_reward": -0.12847307324409485, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12847307324409485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.253510445356369, + 0.08582061529159546, + 0.10863130539655685, + 0.10280301421880722, + 0.028747690841555595, + 0.07331683486700058, + 0.18403176963329315, + 0.03204764425754547, + 0.020987551659345627, + 0.11010313779115677 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.12847307324409485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012572318315505981 + ], + "opposite_logprob_tokens": [ + -4.387572288513184 + ], + "logprob_reward": -0.012572318315505981, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012572318315505981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3008095324039459, + 0.05014601722359657, + 0.0927152931690216, + 0.04887672886252403, + 0.027279900386929512, + 0.067381851375103, + 0.04717174172401428, + 0.04595461115241051, + 0.05067356303334236, + 0.26899072527885437 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.012572318315505981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674376729875803 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.00674376729875803, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674376729875803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33227163553237915, + 0.05631257966160774, + 0.06300496309995651, + 0.027985528111457825, + 0.03307729959487915, + 0.07819844037294388, + 0.2210712730884552, + 0.023971913382411003, + 0.07052402198314667, + 0.09358244389295578 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.00674376729875803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787074290215969 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787074290215969, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787074290215969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3628307282924652, + 0.08125956356525421, + 0.04554601013660431, + 0.06884326040744781, + 0.028536494821310043, + 0.0650596171617508, + 0.0792107805609703, + 0.03520779684185982, + 0.07090543955564499, + 0.1626003384590149 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009787074290215969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204301863908768 + ], + "opposite_logprob_tokens": [ + -2.8120429515838623 + ], + "logprob_reward": -0.06204301863908768, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204301863908768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14852777123451233, + 0.05557842180132866, + 0.05209223926067352, + 0.08290557563304901, + 0.0780067965388298, + 0.048563022166490555, + 0.10581061989068985, + 0.04436087608337402, + 0.07772529870271683, + 0.30642932653427124 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06204301863908768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot captures the desolate, lonely expanse of an empty football stadium at night, its towering array of lights casting an overwhelming, clinical, white glare onto the pitch. This unrelenting light meticulously illuminates every blade of the neatly manicured green grass, creating a scene of surreal clarity. At the center of this vast emptiness, two vaguely outlined figures engage in a brutal battle. Their forms are blurred and featureless by the harsh backlight, but their elongated, twisted shadows are thrust into sharp, massive relief, struggling violently against the vibrant green turf as if they were separate, demonic entities. One figure, broader and heavier, thrusts forward with raw strength, while the other, thinner and more agile, twists and struggles desperately, trying to break free from its bonds. Their movements are not practiced but savage and exhausted—a clumsy, desperate dance of survival, as they stumble over each other and gradually disappear into the dark abyss under the silent, unblinking gaze of the empty stands, creating an oppressive, tense atmosphere of isolated violence.", + "seed": 32893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_3126_seed_32893_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02872314564883709, + "vlm_logprob": -0.02872314564883709, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.02872314564883709, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08026708662509918 + ], + "opposite_logprob_tokens": [ + -2.5802671909332275 + ], + "logprob_reward": -0.08026708662509918, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08026708662509918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1707533895969391, + 0.05701545625925064, + 0.05008360370993614, + 0.07513440400362015, + 0.13615737855434418, + 0.2972971796989441, + 0.0796128585934639, + 0.024576911702752113, + 0.030451202765107155, + 0.07891761511564255 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.08026708662509918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611969754099846 + ], + "opposite_logprob_tokens": [ + -3.8956120014190674 + ], + "logprob_reward": -0.020611969754099846, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611969754099846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11332914233207703, + 0.07191404700279236, + 0.1813686043024063, + 0.0852893590927124, + 0.1835644692182541, + 0.11990252137184143, + 0.04336002096533775, + 0.04683799296617508, + 0.03220096230506897, + 0.12223285436630249 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.020611969754099846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2808603346347809, + 0.0796874538064003, + 0.07646571844816208, + 0.08808723837137222, + 0.18894197046756744, + 0.06521718204021454, + 0.05039437487721443, + 0.0494527667760849, + 0.03356112167239189, + 0.08733183890581131 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078985407948494 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078985407948494, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078985407948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20020487904548645, + 0.06925656646490097, + 0.3172672688961029, + 0.04353315010666847, + 0.06297841668128967, + 0.06674759835004807, + 0.029113823547959328, + 0.027431348338723183, + 0.12555627524852753, + 0.057910650968551636 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.011078985407948494 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14165502786636353, + 0.06659027934074402, + 0.10305149853229523, + 0.08799705654382706, + 0.1013987734913826, + 0.10571569204330444, + 0.048894964158535004, + 0.06891767680644989, + 0.18267863988876343, + 0.09310032427310944 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.020577168092131615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot captures the desolate, lonely expanse of an empty football stadium at night, its towering array of lights casting an overwhelming, clinical, white glare onto the pitch. This unrelenting light meticulously illuminates every blade of the neatly manicured green grass, creating a scene of surreal clarity. At the center of this vast emptiness, two vaguely outlined figures engage in a brutal battle. Their forms are blurred and featureless by the harsh backlight, but their elongated, twisted shadows are thrust into sharp, massive relief, struggling violently against the vibrant green turf as if they were separate, demonic entities. One figure, broader and heavier, thrusts forward with raw strength, while the other, thinner and more agile, twists and struggles desperately, trying to break free from its bonds. Their movements are not practiced but savage and exhausted—a clumsy, desperate dance of survival, as they stumble over each other and gradually disappear into the dark abyss under the silent, unblinking gaze of the empty stands, creating an oppressive, tense atmosphere of isolated violence.", + "seed": 32894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_3126_seed_32894_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020318988233339042, + "vlm_logprob": -0.020318988233339042, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.020318988233339042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013469177298247814 + ], + "opposite_logprob_tokens": [ + -4.388469219207764 + ], + "logprob_reward": -0.013469177298247814, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013469177298247814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11616154760122299, + 0.06675678491592407, + 0.1474398672580719, + 0.13494709134101868, + 0.13672848045825958, + 0.02762478031218052, + 0.06591872125864029, + 0.05086423084139824, + 0.0386836864054203, + 0.21487483382225037 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.013469177298247814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008306628442369401 + ], + "opposite_logprob_tokens": [ + -7.12583065032959 + ], + "logprob_reward": -0.0008306628442369401, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008306628442369401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11914270371198654, + 0.06604897230863571, + 0.07735750079154968, + 0.10251770168542862, + 0.06195871904492378, + 0.052464891225099564, + 0.14188846945762634, + 0.18045929074287415, + 0.051502302289009094, + 0.14665952324867249 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.0008306628442369401 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812197223305702 + ], + "opposite_logprob_tokens": [ + -3.2881219387054443 + ], + "logprob_reward": -0.03812197223305702, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812197223305702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11846812069416046, + 0.025753645226359367, + 0.08507027477025986, + 0.028522556647658348, + 0.14166836440563202, + 0.1933586299419403, + 0.07363872230052948, + 0.0971786230802536, + 0.09079848229885101, + 0.14554257690906525 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.03812197223305702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081107892096043 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081107892096043, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081107892096043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12972936034202576, + 0.02631857432425022, + 0.14455139636993408, + 0.02264130488038063, + 0.09113641083240509, + 0.03137308731675148, + 0.030043084174394608, + 0.052390944212675095, + 0.35899055004119873, + 0.11282523721456528 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.011081107892096043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809202089905739 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809202089905739, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809202089905739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11996933072805405, + 0.04038237780332565, + 0.05925716087222099, + 0.022438354790210724, + 0.065374456346035, + 0.02513820305466652, + 0.10058917105197906, + 0.16527676582336426, + 0.05497366562485695, + 0.3466005325317383 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03809202089905739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot captures the desolate, lonely expanse of an empty football stadium at night, its towering array of lights casting an overwhelming, clinical, white glare onto the pitch. This unrelenting light meticulously illuminates every blade of the neatly manicured green grass, creating a scene of surreal clarity. At the center of this vast emptiness, two vaguely outlined figures engage in a brutal battle. Their forms are blurred and featureless by the harsh backlight, but their elongated, twisted shadows are thrust into sharp, massive relief, struggling violently against the vibrant green turf as if they were separate, demonic entities. One figure, broader and heavier, thrusts forward with raw strength, while the other, thinner and more agile, twists and struggles desperately, trying to break free from its bonds. Their movements are not practiced but savage and exhausted—a clumsy, desperate dance of survival, as they stumble over each other and gradually disappear into the dark abyss under the silent, unblinking gaze of the empty stands, creating an oppressive, tense atmosphere of isolated violence.", + "seed": 32895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_10/index_3126_seed_32895_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027945148292928934, + "vlm_logprob": -0.027945148292928934, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.027945148292928934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03440588712692261 + ], + "opposite_logprob_tokens": [ + -3.4094059467315674 + ], + "logprob_reward": -0.03440588712692261, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03440588712692261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11909862607717514, + 0.0377851240336895, + 0.05547786131501198, + 0.13567927479743958, + 0.06656105816364288, + 0.15016388893127441, + 0.10235891491174698, + 0.0828254297375679, + 0.017947928979992867, + 0.23210182785987854 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.03440588712692261 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267313215881586 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.005267313215881586, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267313215881586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07434073090553284, + 0.1378137320280075, + 0.035224493592977524, + 0.13489365577697754, + 0.07181987911462784, + 0.05630183219909668, + 0.0539432018995285, + 0.04437249153852463, + 0.03888358175754547, + 0.35240644216537476 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.005267313215881586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033707667142152786 + ], + "opposite_logprob_tokens": [ + -3.408707618713379 + ], + "logprob_reward": -0.033707667142152786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033707667142152786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1701297163963318, + 0.06348249316215515, + 0.03424203023314476, + 0.2475605458021164, + 0.06399304419755936, + 0.08131535351276398, + 0.0741221234202385, + 0.06690028309822083, + 0.04485360532999039, + 0.15340076386928558 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.033707667142152786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294946178793907 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294946178793907, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294946178793907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11106107383966446, + 0.0924273207783699, + 0.02173088677227497, + 0.15440727770328522, + 0.05701002851128578, + 0.07203677296638489, + 0.18988607823848724, + 0.019973287358880043, + 0.0633181631565094, + 0.2181490957736969 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.023294946178793907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an empty football stadium at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the stadium lights casting a strong white glare onto the pitch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two vaguely outlined figures engaged in a physical struggle in the center of the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the figures' shadows elongated and thrust into sharp relief on the green turf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, high-angle, and wide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049927800893784 + ], + "opposite_logprob_tokens": [ + -3.1680498123168945 + ], + "logprob_reward": -0.043049927800893784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049927800893784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05208582431077957, + 0.01446935161948204, + 0.01721426472067833, + 0.32755181193351746, + 0.10168766230344772, + 0.03247567266225815, + 0.21008262038230896, + 0.022615600377321243, + 0.0513838455080986, + 0.17043329775333405 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.043049927800893784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_tensor([6533, 6533])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_tensor([6533, 6533])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..00c35a01595294ad02d1fe0b6f57d489143c966e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_tensor([6533, 6533])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of dramatic sports photography, low-angle, dynamic, full-body shots captured with high shutter speeds effectively freeze crucial moments. The primary subject is a male athlete with short, spiky green hair and a smattering of freckles across his nose and cheeks. His face is a mask of intense concentration, jaw set and eyes narrowed. His powerful, muscular form is on display during the sprint, as he charges forward with explosive force on the professional, textured red track marked with clear white lane lines. He wears a sleek, matte black, form-fitting, sleeveless tracksuit, which contrasts sharply with the vibrant, crackling green bioelectric tendrils that wriggle and arc around his body, casting an otherworldly glow on his sweaty skin. His right arm is fully extended behind him, muscles tense, holding a polished silver baton. The baton is just an inch from the open palm of his teammate, who is poised to take it, their bodies also tensing and leaning into the action. The entire scene is harshly illuminated by bright overhead stadium lights, creating deep, dramatic shadows and sharp, mirrored highlights. The motion blur of the packed stadium in the background heightens the focus on the two central characters and the palpable tension in their exchange, capturing a singular, frozen moment of peak athleticism and superhuman strength.", + "seed": 27740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_6533_seed_27740_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038195973820984365, + "vlm_logprob": -0.038195973820984365, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.038195973820984365, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02079038880765438 + ], + "opposite_logprob_tokens": [ + -3.8957903385162354 + ], + "logprob_reward": -0.02079038880765438, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02079038880765438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22325336933135986, + 0.353139728307724, + 0.019647294655442238, + 0.034159187227487564, + 0.046125806868076324, + 0.09344428777694702, + 0.062037307769060135, + 0.021456146612763405, + 0.1141311526298523, + 0.032605815678834915 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02079038880765438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19598372280597687, + 0.18272389471530914, + 0.02488405816257, + 0.027985045686364174, + 0.07497245818376541, + 0.192937970161438, + 0.05791226774454117, + 0.029794078320264816, + 0.12779775261878967, + 0.08500882238149643 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069224804639816 + ], + "opposite_logprob_tokens": [ + -3.1680691242218018 + ], + "logprob_reward": -0.043069224804639816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069224804639816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10484801232814789, + 0.5537364482879639, + 0.01608125865459442, + 0.033852916210889816, + 0.06270851939916611, + 0.037454456090927124, + 0.09899353235960007, + 0.038821276277303696, + 0.030722754076123238, + 0.02278081327676773 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.043069224804639816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49385976791381836, + 0.19261543452739716, + 0.037412114441394806, + 0.03386985883116722, + 0.029441358521580696, + 0.031124169006943703, + 0.02823621965944767, + 0.03684939071536064, + 0.04007375240325928, + 0.07651789486408234 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029738396406174 + ], + "opposite_logprob_tokens": [ + -2.350297451019287 + ], + "logprob_reward": -0.10029738396406174, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029738396406174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.294379860162735, + 0.5559139251708984, + 0.028782600536942482, + 0.01979813538491726, + 0.02006741240620613, + 0.02931746281683445, + 0.014108824543654919, + 0.010000143200159073, + 0.01259421743452549, + 0.015037521719932556 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.10029738396406174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of dramatic sports photography, low-angle, dynamic, full-body shots captured with high shutter speeds effectively freeze crucial moments. The primary subject is a male athlete with short, spiky green hair and a smattering of freckles across his nose and cheeks. His face is a mask of intense concentration, jaw set and eyes narrowed. His powerful, muscular form is on display during the sprint, as he charges forward with explosive force on the professional, textured red track marked with clear white lane lines. He wears a sleek, matte black, form-fitting, sleeveless tracksuit, which contrasts sharply with the vibrant, crackling green bioelectric tendrils that wriggle and arc around his body, casting an otherworldly glow on his sweaty skin. His right arm is fully extended behind him, muscles tense, holding a polished silver baton. The baton is just an inch from the open palm of his teammate, who is poised to take it, their bodies also tensing and leaning into the action. The entire scene is harshly illuminated by bright overhead stadium lights, creating deep, dramatic shadows and sharp, mirrored highlights. The motion blur of the packed stadium in the background heightens the focus on the two central characters and the palpable tension in their exchange, capturing a singular, frozen moment of peak athleticism and superhuman strength.", + "seed": 27741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_6533_seed_27741_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13594649811275303, + "vlm_logprob": -0.13594649811275303, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.13594649811275303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033923983573913574 + ], + "opposite_logprob_tokens": [ + -3.408924102783203 + ], + "logprob_reward": -0.033923983573913574, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033923983573913574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19322893023490906, + 0.05683538317680359, + 0.22697247564792633, + 0.0870589092373848, + 0.1660635620355606, + 0.05420586094260216, + 0.07978522032499313, + 0.028311632573604584, + 0.045249778777360916, + 0.06228823959827423 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.033923983573913574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.112943634390831 + ], + "opposite_logprob_tokens": [ + -2.237943649291992 + ], + "logprob_reward": -0.112943634390831, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.112943634390831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17238077521324158, + 0.058690886944532394, + 0.0598154254257679, + 0.04998019337654114, + 0.4227581322193146, + 0.06423936039209366, + 0.06841421872377396, + 0.02456500567495823, + 0.04046328365802765, + 0.03869275376200676 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.112943634390831 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033490508794785 + ], + "opposite_logprob_tokens": [ + -2.350334882736206 + ], + "logprob_reward": -0.10033490508794785, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033490508794785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2699718177318573, + 0.03591351583600044, + 0.10284201055765152, + 0.0662100538611412, + 0.08694718778133392, + 0.06022026762366295, + 0.1756502240896225, + 0.028005996719002724, + 0.10665588080883026, + 0.06758298724889755 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.10033490508794785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615867579355836 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615867579355836, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615867579355836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17422105371952057, + 0.05053837597370148, + 0.09180870652198792, + 0.12305227667093277, + 0.1159319207072258, + 0.03197639063000679, + 0.042795564979314804, + 0.02803460694849491, + 0.3038037121295929, + 0.03783731535077095 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.003615867579355836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289140999317169 + ], + "opposite_logprob_tokens": [ + -1.0539140701293945 + ], + "logprob_reward": -0.4289140999317169, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289140999317169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2384989857673645, + 0.12251712381839752, + 0.08322158455848694, + 0.05242898315191269, + 0.043032318353652954, + 0.2031441330909729, + 0.10968612879514694, + 0.03625583276152611, + 0.06378103792667389, + 0.047433894127607346 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4289140999317169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of dramatic sports photography, low-angle, dynamic, full-body shots captured with high shutter speeds effectively freeze crucial moments. The primary subject is a male athlete with short, spiky green hair and a smattering of freckles across his nose and cheeks. His face is a mask of intense concentration, jaw set and eyes narrowed. His powerful, muscular form is on display during the sprint, as he charges forward with explosive force on the professional, textured red track marked with clear white lane lines. He wears a sleek, matte black, form-fitting, sleeveless tracksuit, which contrasts sharply with the vibrant, crackling green bioelectric tendrils that wriggle and arc around his body, casting an otherworldly glow on his sweaty skin. His right arm is fully extended behind him, muscles tense, holding a polished silver baton. The baton is just an inch from the open palm of his teammate, who is poised to take it, their bodies also tensing and leaning into the action. The entire scene is harshly illuminated by bright overhead stadium lights, creating deep, dramatic shadows and sharp, mirrored highlights. The motion blur of the packed stadium in the background heightens the focus on the two central characters and the palpable tension in their exchange, capturing a singular, frozen moment of peak athleticism and superhuman strength.", + "seed": 27742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_6533_seed_27742_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15357459876686336, + "vlm_logprob": -0.15357459876686336, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.15357459876686336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030044058337807655 + ], + "opposite_logprob_tokens": [ + -3.5300440788269043 + ], + "logprob_reward": -0.030044058337807655, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030044058337807655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20021027326583862, + 0.113814577460289, + 0.13561595976352692, + 0.07963242381811142, + 0.024318579584360123, + 0.1329726129770279, + 0.059583570808172226, + 0.10304144024848938, + 0.08489225059747696, + 0.06591831892728806 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.030044058337807655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798853725194931 + ], + "opposite_logprob_tokens": [ + -1.8048853874206543 + ], + "logprob_reward": -0.1798853725194931, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798853725194931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1260000765323639, + 0.26897403597831726, + 0.08214728534221649, + 0.0626865029335022, + 0.03363366425037384, + 0.06321652233600616, + 0.06462690234184265, + 0.11247183382511139, + 0.13827413320541382, + 0.04796905070543289 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.1798853725194931 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900354266166687 + ], + "opposite_logprob_tokens": [ + -2.5790035724639893 + ], + "logprob_reward": -0.07900354266166687, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900354266166687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1248319000005722, + 0.3649132251739502, + 0.07792576402425766, + 0.05143686383962631, + 0.03080000728368759, + 0.07455730438232422, + 0.03687959536910057, + 0.05344901978969574, + 0.14502356946468353, + 0.04018280282616615 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.07900354266166687 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463933777064085 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463933777064085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463933777064085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08845794200897217, + 0.4447080194950104, + 0.10889127850532532, + 0.04449709132313728, + 0.016573099419474602, + 0.12229779362678528, + 0.023373955860733986, + 0.029438568279147148, + 0.08471067249774933, + 0.037051524966955185 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.00463933777064085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430068254470825 + ], + "opposite_logprob_tokens": [ + -0.9743006825447083 + ], + "logprob_reward": -0.47430068254470825, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47430068254470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18601001799106598, + 0.09678628295660019, + 0.21312780678272247, + 0.06085162237286568, + 0.04883042350411415, + 0.18713383376598358, + 0.07085481286048889, + 0.042850520461797714, + 0.0470346175134182, + 0.04652002826333046 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.47430068254470825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of dramatic sports photography, low-angle, dynamic, full-body shots captured with high shutter speeds effectively freeze crucial moments. The primary subject is a male athlete with short, spiky green hair and a smattering of freckles across his nose and cheeks. His face is a mask of intense concentration, jaw set and eyes narrowed. His powerful, muscular form is on display during the sprint, as he charges forward with explosive force on the professional, textured red track marked with clear white lane lines. He wears a sleek, matte black, form-fitting, sleeveless tracksuit, which contrasts sharply with the vibrant, crackling green bioelectric tendrils that wriggle and arc around his body, casting an otherworldly glow on his sweaty skin. His right arm is fully extended behind him, muscles tense, holding a polished silver baton. The baton is just an inch from the open palm of his teammate, who is poised to take it, their bodies also tensing and leaning into the action. The entire scene is harshly illuminated by bright overhead stadium lights, creating deep, dramatic shadows and sharp, mirrored highlights. The motion blur of the packed stadium in the background heightens the focus on the two central characters and the palpable tension in their exchange, capturing a singular, frozen moment of peak athleticism and superhuman strength.", + "seed": 27743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_11/index_6533_seed_27743_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19580859337002038, + "vlm_logprob": -0.19580859337002038, + "vlm_yes_no_margin": 2.624999976158142, + "vlm_token_credit": -0.19580859337002038, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023507004603743553 + ], + "opposite_logprob_tokens": [ + -3.7735071182250977 + ], + "logprob_reward": -0.023507004603743553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023507004603743553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19498808681964874, + 0.09476429224014282, + 0.03981468454003334, + 0.10711958259344101, + 0.08233825862407684, + 0.25120458006858826, + 0.09158069640398026, + 0.03979207202792168, + 0.05962774157524109, + 0.038770005106925964 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.023507004603743553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703976035118103 + ], + "opposite_logprob_tokens": [ + -2.127039670944214 + ], + "logprob_reward": -0.12703976035118103, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703976035118103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1752873957157135, + 0.13136158883571625, + 0.15620926022529602, + 0.09753231704235077, + 0.12147174030542374, + 0.1489936113357544, + 0.048467278480529785, + 0.04125324264168739, + 0.03382544219493866, + 0.04559805989265442 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.12703976035118103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205836683511734 + ], + "opposite_logprob_tokens": [ + -2.812058448791504 + ], + "logprob_reward": -0.06205836683511734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205836683511734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20980915427207947, + 0.21680587530136108, + 0.09016510844230652, + 0.04642850533127785, + 0.05607863515615463, + 0.08685874938964844, + 0.06596840173006058, + 0.04045655205845833, + 0.051809947937726974, + 0.13561902940273285 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.06205836683511734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863910373300314 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.00863910373300314, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863910373300314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07207958400249481, + 0.3149636387825012, + 0.1462525874376297, + 0.20373652875423431, + 0.08574815094470978, + 0.029264213517308235, + 0.03808313608169556, + 0.03176356106996536, + 0.03833823278546333, + 0.03977031260728836 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.00863910373300314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a male athlete with short, spiky green hair and freckles on his nose and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a sleek, matte black, form-fitting, sleeveless tracksuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete holding a polished silver baton in his right hand, positioned just an inch from his teammate's open palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are vibrant, crackling green bioelectric tendrils visible wriggling and arcing around the athlete's body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright overhead stadium lights creating deep shadows and sharp, mirrored highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577987313270569 + ], + "opposite_logprob_tokens": [ + -0.6327987313270569 + ], + "logprob_reward": -0.7577987313270569, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577987313270569, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2206021249294281, + 0.10632362216711044, + 0.15377487242221832, + 0.041527654975652695, + 0.1301296055316925, + 0.06479450315237045, + 0.09952016919851303, + 0.021550415083765984, + 0.08751017600297928, + 0.07426681369543076 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.7577987313270569 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_tensor([2659, 2659])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_tensor([2659, 2659])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce7b9ec9a10a3e22bd34ec25410cafd128a0147 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_tensor([2659, 2659])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera zooms in with an almost imperceptible speed, focusing on a pale pink peony bud, about to open, bathed in the soft golden light of early morning. Lush green leaves blur into a beautiful bokeh in the background, making the bud the absolute center of attention. The bud's outermost petals, tightly wrapped, velvety texture adorned with spherical, translucent dewdrops, each like a miniature magnifying glass, reflecting the surrounding light and the delicate texture of the petals. As time passes, the outermost petals begin to delicately and gracefully unfold, a process so slow and continuous that it resembles a tranquil breath. As the petals unfold, some larger dewdrops begin to tremble, then steadily slide down the petal's graceful curve, leaving a wet, glistening trail that eventually drips out of the frame, gradually revealing the layers of delicate, lighter petals within. The soft morning light penetrates the edges of the translucent petals, making them emit an ethereal halo. The entire picture is filled with a tranquil and focused atmosphere, capturing the miraculous moment of life quietly blooming.", + "seed": 23575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_2659_seed_23575_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0070735820569098, + "vlm_logprob": -0.0070735820569098, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.0070735820569098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041147335432469845 + ], + "opposite_logprob_tokens": [ + -5.629114627838135 + ], + "logprob_reward": -0.0041147335432469845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0041147335432469845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3109799027442932, + 0.12722960114479065, + 0.03976380452513695, + 0.09435013681650162, + 0.06443718820810318, + 0.14153414964675903, + 0.030551642179489136, + 0.041407160460948944, + 0.04727443680167198, + 0.1024719849228859 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0041147335432469845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073059290647507 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073059290647507, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073059290647507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30869928002357483, + 0.05552070960402489, + 0.02993393875658512, + 0.031240105628967285, + 0.062287040054798126, + 0.0781652107834816, + 0.03492104262113571, + 0.12389227747917175, + 0.11908336728811264, + 0.1562570333480835 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.016073059290647507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27095600962638855, + 0.17281076312065125, + 0.049444787204265594, + 0.034450408071279526, + 0.034960586577653885, + 0.0573139488697052, + 0.07724840193986893, + 0.05539800226688385, + 0.09001331776380539, + 0.15740376710891724 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19741633534431458, + 0.09157577902078629, + 0.047908246517181396, + 0.03920464217662811, + 0.08957232534885406, + 0.04254081845283508, + 0.03069242276251316, + 0.19993352890014648, + 0.16991683840751648, + 0.09123902767896652 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248540285974741 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.00248540285974741, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248540285974741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.542681872844696, + 0.04405958950519562, + 0.03672146424651146, + 0.04983240365982056, + 0.06728962808847427, + 0.06250708550214767, + 0.03445093333721161, + 0.0433267280459404, + 0.03605770692229271, + 0.08307257294654846 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.00248540285974741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera zooms in with an almost imperceptible speed, focusing on a pale pink peony bud, about to open, bathed in the soft golden light of early morning. Lush green leaves blur into a beautiful bokeh in the background, making the bud the absolute center of attention. The bud's outermost petals, tightly wrapped, velvety texture adorned with spherical, translucent dewdrops, each like a miniature magnifying glass, reflecting the surrounding light and the delicate texture of the petals. As time passes, the outermost petals begin to delicately and gracefully unfold, a process so slow and continuous that it resembles a tranquil breath. As the petals unfold, some larger dewdrops begin to tremble, then steadily slide down the petal's graceful curve, leaving a wet, glistening trail that eventually drips out of the frame, gradually revealing the layers of delicate, lighter petals within. The soft morning light penetrates the edges of the translucent petals, making them emit an ethereal halo. The entire picture is filled with a tranquil and focused atmosphere, capturing the miraculous moment of life quietly blooming.", + "seed": 23576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_2659_seed_23576_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011069431016221643, + "vlm_logprob": -0.011069431016221643, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.011069431016221643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035381829366087914 + ], + "opposite_logprob_tokens": [ + -5.878538131713867 + ], + "logprob_reward": -0.0035381829366087914, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0035381829366087914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08506027609109879, + 0.03833562880754471, + 0.09448325634002686, + 0.17674724757671356, + 0.034435588866472244, + 0.02707318589091301, + 0.036614108830690384, + 0.21683065593242645, + 0.15181492269039154, + 0.13860520720481873 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.0035381829366087914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591065287590027 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020591065287590027, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591065287590027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05137085169553757, + 0.04985888674855232, + 0.03629961982369423, + 0.08772476762533188, + 0.05987774208188057, + 0.036125581711530685, + 0.02187546156346798, + 0.02624732442200184, + 0.14402927458286285, + 0.48659053444862366 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.020591065287590027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204232022166252 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014204232022166252, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204232022166252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17431052029132843, + 0.16111131012439728, + 0.07146666198968887, + 0.14221999049186707, + 0.03860010579228401, + 0.054302748292684555, + 0.05370034649968147, + 0.10574482381343842, + 0.03465358540415764, + 0.16388991475105286 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014204232022166252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07623428106307983, + 0.05282983183860779, + 0.031993843615055084, + 0.3044270873069763, + 0.06369420886039734, + 0.04107050970196724, + 0.012337721884250641, + 0.1628529280424118, + 0.060739900916814804, + 0.19381970167160034 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.014199530705809593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814144128933549 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.002814144128933549, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814144128933549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1038205698132515, + 0.09519389271736145, + 0.04767066240310669, + 0.10324166715145111, + 0.07725270837545395, + 0.03426003456115723, + 0.04081098735332489, + 0.24983520805835724, + 0.10604459047317505, + 0.1418696939945221 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.002814144128933549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera zooms in with an almost imperceptible speed, focusing on a pale pink peony bud, about to open, bathed in the soft golden light of early morning. Lush green leaves blur into a beautiful bokeh in the background, making the bud the absolute center of attention. The bud's outermost petals, tightly wrapped, velvety texture adorned with spherical, translucent dewdrops, each like a miniature magnifying glass, reflecting the surrounding light and the delicate texture of the petals. As time passes, the outermost petals begin to delicately and gracefully unfold, a process so slow and continuous that it resembles a tranquil breath. As the petals unfold, some larger dewdrops begin to tremble, then steadily slide down the petal's graceful curve, leaving a wet, glistening trail that eventually drips out of the frame, gradually revealing the layers of delicate, lighter petals within. The soft morning light penetrates the edges of the translucent petals, making them emit an ethereal halo. The entire picture is filled with a tranquil and focused atmosphere, capturing the miraculous moment of life quietly blooming.", + "seed": 23577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_2659_seed_23577_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012606894178315998, + "vlm_logprob": -0.012606894178315998, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.012606894178315998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006674614734947681 + ], + "opposite_logprob_tokens": [ + -5.131674766540527 + ], + "logprob_reward": -0.006674614734947681, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006674614734947681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13485722243785858, + 0.10340654850006104, + 0.04610288143157959, + 0.06212233379483223, + 0.05306486785411835, + 0.16018956899642944, + 0.07554321736097336, + 0.056718986481428146, + 0.12583251297473907, + 0.18216189742088318 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.006674614734947681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370317071676254 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370317071676254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370317071676254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10983776301145554, + 0.0875711441040039, + 0.10695727169513702, + 0.04694362357258797, + 0.06301522254943848, + 0.26467379927635193, + 0.08371629565954208, + 0.07445283979177475, + 0.07600580155849457, + 0.08682624250650406 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.03370317071676254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046440837904810905 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.0046440837904810905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046440837904810905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11330805718898773, + 0.1886775940656662, + 0.0633891299366951, + 0.04705825075507164, + 0.07110430300235748, + 0.15308402478694916, + 0.09114129096269608, + 0.08735295385122299, + 0.12481459975242615, + 0.06006978452205658 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.0046440837904810905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074350103735924 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074350103735924, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074350103735924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15465819835662842, + 0.2692379653453827, + 0.043625641614198685, + 0.030884575098752975, + 0.045872289687395096, + 0.1823490560054779, + 0.09870757907629013, + 0.053241387009620667, + 0.06004830822348595, + 0.06137501820921898 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.016074350103735924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019382515456527472 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019382515456527472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019382515456527472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21528013050556183, + 0.07526355236768723, + 0.13290958106517792, + 0.15396396815776825, + 0.12182048708200455, + 0.09611544758081436, + 0.03034042753279209, + 0.044079650193452835, + 0.05995849519968033, + 0.07026820629835129 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0019382515456527472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera zooms in with an almost imperceptible speed, focusing on a pale pink peony bud, about to open, bathed in the soft golden light of early morning. Lush green leaves blur into a beautiful bokeh in the background, making the bud the absolute center of attention. The bud's outermost petals, tightly wrapped, velvety texture adorned with spherical, translucent dewdrops, each like a miniature magnifying glass, reflecting the surrounding light and the delicate texture of the petals. As time passes, the outermost petals begin to delicately and gracefully unfold, a process so slow and continuous that it resembles a tranquil breath. As the petals unfold, some larger dewdrops begin to tremble, then steadily slide down the petal's graceful curve, leaving a wet, glistening trail that eventually drips out of the frame, gradually revealing the layers of delicate, lighter petals within. The soft morning light penetrates the edges of the translucent petals, making them emit an ethereal halo. The entire picture is filled with a tranquil and focused atmosphere, capturing the miraculous moment of life quietly blooming.", + "seed": 23578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_12/index_2659_seed_23578_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00760944071225822, + "vlm_logprob": -0.00760944071225822, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.00760944071225822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024345065467059612 + ], + "opposite_logprob_tokens": [ + -6.377434730529785 + ], + "logprob_reward": -0.0024345065467059612, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0024345065467059612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08033103495836258, + 0.12010183185338974, + 0.10820473730564117, + 0.09089791029691696, + 0.15694274008274078, + 0.09032177925109863, + 0.04644809290766716, + 0.11203019320964813, + 0.019652677699923515, + 0.17506898939609528 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.0024345065467059612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819620095193386 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819620095193386, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819620095193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05176727473735809, + 0.02830863744020462, + 0.02731315977871418, + 0.03450902923941612, + 0.1274651437997818, + 0.1630755066871643, + 0.09538275748491287, + 0.08971510827541351, + 0.046530310064554214, + 0.3359330892562866 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.01819620095193386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864903163164854 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.00864903163164854, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864903163164854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08680641651153564, + 0.10173588246107101, + 0.07865679264068604, + 0.06418989598751068, + 0.04480615258216858, + 0.10913335531949997, + 0.3279867470264435, + 0.10571865737438202, + 0.03924695774912834, + 0.04171914979815483 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.00864903163164854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03163771703839302, + 0.046113427728414536, + 0.08212883025407791, + 0.037425603717565536, + 0.051542896777391434, + 0.19092848896980286, + 0.16049683094024658, + 0.1082429587841034, + 0.035420309752225876, + 0.25606289505958557 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pale pink peony bud that is about to open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in with an almost imperceptible speed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the outermost petals tightly wrapped with a velvety texture adorned with spherical translucent dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the outermost petals begin to delicately and gracefully unfold while larger dewdrops tremble and slide down leaving wet trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of lush green leaves that blur into a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07989653199911118, + 0.12321829050779343, + 0.04089496657252312, + 0.02298636920750141, + 0.16180604696273804, + 0.05754726752638817, + 0.13635104894638062, + 0.09491845220327377, + 0.033618099987506866, + 0.24876293540000916 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.002814976265653968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_tensor([8485, 8485])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_tensor([8485, 8485])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f511acbf1344967b55b02c9db5fa99157a50d8a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_tensor([8485, 8485])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly low angle begins with a slow, steady advance of an elegant bottle of red wine lying on its side. The bottle is bathed in a luminous, honey-hued sunlight, slanting across the dim darkness of the room. Within this golden light, countless tiny dust particles dance in a slow, ethereal ballet, creating a shimmering, magical effect. The bottle itself, crafted from deep green glass in a classic Bordeaux shape, shimmers as the light strikes its curved surface, revealing the deep ruby-red liquid within. A simple cream-colored paper label, slightly worn around the edges with age but devoid of visible writing or markings, is affixed to the body. The bottle rests on the rich, dark surface of a weathered wooden table, its age grain and subtle scratches visible in the intense light. As the camera continues its deliberate, dreamlike advance, the focus subtly shifts, blurring the background into soft, blurred shadows and focusing all attention on the tranquil bottle, creating a tranquil, almost sacred atmosphere, a moment suspended in time.", + "seed": 19360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_8485_seed_19360_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3056838010437787, + "vlm_logprob": -0.3056838010437787, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.3056838010437787, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0631919801235199 + ], + "opposite_logprob_tokens": [ + -2.8131918907165527 + ], + "logprob_reward": -0.0631919801235199, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0631919801235199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3743900656700134, + 0.051669951528310776, + 0.046036578714847565, + 0.0372978039085865, + 0.0563199557363987, + 0.12642204761505127, + 0.04123082756996155, + 0.032666195183992386, + 0.12962011992931366, + 0.10434643179178238 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0631919801235199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406370759010315 + ], + "opposite_logprob_tokens": [ + -0.28137075901031494 + ], + "logprob_reward": -1.406370759010315, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406370759010315, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2853781580924988, + 0.07361733168363571, + 0.034124165773391724, + 0.041066136211156845, + 0.047769833356142044, + 0.11552318185567856, + 0.05264701321721077, + 0.10070375353097916, + 0.149229034781456, + 0.09994135797023773 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -1.406370759010315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813941404223442 + ], + "opposite_logprob_tokens": [ + -3.2881393432617188 + ], + "logprob_reward": -0.03813941404223442, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813941404223442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2993001341819763, + 0.058929990977048874, + 0.09356340765953064, + 0.05232932046055794, + 0.05055011063814163, + 0.09499865770339966, + 0.0677659809589386, + 0.04406258463859558, + 0.07920096069574356, + 0.1592988818883896 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03813941404223442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649423528462648 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.004649423528462648, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649423528462648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16519181430339813, + 0.06225074827671051, + 0.03991902619600296, + 0.0959148183465004, + 0.16957619786262512, + 0.11523440480232239, + 0.0502895787358284, + 0.07584836333990097, + 0.10756414383649826, + 0.11821082979440689 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.004649423528462648 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606742851436138 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606742851436138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606742851436138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13814063370227814, + 0.05425213649868965, + 0.023389309644699097, + 0.0444556400179863, + 0.04641198366880417, + 0.11938183754682541, + 0.07736650109291077, + 0.11865361034870148, + 0.31070229411125183, + 0.06724601984024048 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.01606742851436138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle begins with a slow, steady advance of an elegant bottle of red wine lying on its side. The bottle is bathed in a luminous, honey-hued sunlight, slanting across the dim darkness of the room. Within this golden light, countless tiny dust particles dance in a slow, ethereal ballet, creating a shimmering, magical effect. The bottle itself, crafted from deep green glass in a classic Bordeaux shape, shimmers as the light strikes its curved surface, revealing the deep ruby-red liquid within. A simple cream-colored paper label, slightly worn around the edges with age but devoid of visible writing or markings, is affixed to the body. The bottle rests on the rich, dark surface of a weathered wooden table, its age grain and subtle scratches visible in the intense light. As the camera continues its deliberate, dreamlike advance, the focus subtly shifts, blurring the background into soft, blurred shadows and focusing all attention on the tranquil bottle, creating a tranquil, almost sacred atmosphere, a moment suspended in time.", + "seed": 19361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_8485_seed_19361_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0941129001788795, + "vlm_logprob": -0.0941129001788795, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0941129001788795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043538980185985565 + ], + "opposite_logprob_tokens": [ + -3.168539047241211 + ], + "logprob_reward": -0.043538980185985565, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043538980185985565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18985849618911743, + 0.09000178426504135, + 0.027149099856615067, + 0.058917075395584106, + 0.034149933606386185, + 0.20860938727855682, + 0.12995988130569458, + 0.14621394872665405, + 0.04384418576955795, + 0.07129617035388947 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.043538980185985565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387096643447876 + ], + "opposite_logprob_tokens": [ + -1.137096643447876 + ], + "logprob_reward": -0.387096643447876, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387096643447876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11613602936267853, + 0.12661798298358917, + 0.03209276497364044, + 0.04766777530312538, + 0.12795390188694, + 0.17853248119354248, + 0.13115784525871277, + 0.144121453166008, + 0.02682994306087494, + 0.06888982653617859 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.387096643447876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295877501368523 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.023295877501368523, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295877501368523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09984517097473145, + 0.07975336909294128, + 0.09717483818531036, + 0.12935811281204224, + 0.15538209676742554, + 0.07501618564128876, + 0.07421370595693588, + 0.08716318011283875, + 0.04566294699907303, + 0.1564304083585739 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.023295877501368523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098706413060427 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098706413060427, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098706413060427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12074538320302963, + 0.07212352752685547, + 0.0438811331987381, + 0.02870841883122921, + 0.2023526132106781, + 0.08340393751859665, + 0.07810436934232712, + 0.1719769537448883, + 0.047818150371313095, + 0.15088549256324768 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.004098706413060427 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534293346107006 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534293346107006, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534293346107006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07177770137786865, + 0.04328477010130882, + 0.019102435559034348, + 0.05408657714724541, + 0.09076667577028275, + 0.1788148134946823, + 0.18418246507644653, + 0.25150159001350403, + 0.03454209119081497, + 0.07194095104932785 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.012534293346107006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle begins with a slow, steady advance of an elegant bottle of red wine lying on its side. The bottle is bathed in a luminous, honey-hued sunlight, slanting across the dim darkness of the room. Within this golden light, countless tiny dust particles dance in a slow, ethereal ballet, creating a shimmering, magical effect. The bottle itself, crafted from deep green glass in a classic Bordeaux shape, shimmers as the light strikes its curved surface, revealing the deep ruby-red liquid within. A simple cream-colored paper label, slightly worn around the edges with age but devoid of visible writing or markings, is affixed to the body. The bottle rests on the rich, dark surface of a weathered wooden table, its age grain and subtle scratches visible in the intense light. As the camera continues its deliberate, dreamlike advance, the focus subtly shifts, blurring the background into soft, blurred shadows and focusing all attention on the tranquil bottle, creating a tranquil, almost sacred atmosphere, a moment suspended in time.", + "seed": 19362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_8485_seed_19362_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035379749187268314, + "vlm_logprob": -0.035379749187268314, + "vlm_yes_no_margin": 4.1999999523162845, + "vlm_token_credit": -0.035379749187268314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1277657002210617 + ], + "opposite_logprob_tokens": [ + -2.127765655517578 + ], + "logprob_reward": -0.1277657002210617, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1277657002210617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24871449172496796, + 0.038495983928442, + 0.050806816667318344, + 0.024877700954675674, + 0.0439082495868206, + 0.12748530507087708, + 0.08602330088615417, + 0.21143774688243866, + 0.049223434180021286, + 0.11902697384357452 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.1277657002210617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060297690331936 + ], + "opposite_logprob_tokens": [ + -3.8956029415130615 + ], + "logprob_reward": -0.02060297690331936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060297690331936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20113378763198853, + 0.055765602737665176, + 0.06789196282625198, + 0.10771393030881882, + 0.05438324436545372, + 0.10253458470106125, + 0.15110057592391968, + 0.06638571619987488, + 0.05815009027719498, + 0.13494053483009338 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.02060297690331936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639340288937092 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639340288937092, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639340288937092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2668386697769165, + 0.0823022797703743, + 0.16494958102703094, + 0.044972583651542664, + 0.044090431183576584, + 0.032093074172735214, + 0.10347537696361542, + 0.14849168062210083, + 0.047660987824201584, + 0.06512530148029327 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008639340288937092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017144280718639493 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017144280718639493, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017144280718639493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35286667943000793, + 0.09140637516975403, + 0.05036143958568573, + 0.048232439905405045, + 0.07432036846876144, + 0.021993692964315414, + 0.053945984691381454, + 0.0822705626487732, + 0.0981181263923645, + 0.12648431956768036 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0017144280718639493 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176300451159477 + ], + "opposite_logprob_tokens": [ + -4.018176078796387 + ], + "logprob_reward": -0.018176300451159477, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176300451159477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0989791676402092, + 0.08142314851284027, + 0.0712997242808342, + 0.0652361810207367, + 0.07914221286773682, + 0.33659955859184265, + 0.0832289531826973, + 0.06397318094968796, + 0.07391399890184402, + 0.04620388522744179 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.018176300451159477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly low angle begins with a slow, steady advance of an elegant bottle of red wine lying on its side. The bottle is bathed in a luminous, honey-hued sunlight, slanting across the dim darkness of the room. Within this golden light, countless tiny dust particles dance in a slow, ethereal ballet, creating a shimmering, magical effect. The bottle itself, crafted from deep green glass in a classic Bordeaux shape, shimmers as the light strikes its curved surface, revealing the deep ruby-red liquid within. A simple cream-colored paper label, slightly worn around the edges with age but devoid of visible writing or markings, is affixed to the body. The bottle rests on the rich, dark surface of a weathered wooden table, its age grain and subtle scratches visible in the intense light. As the camera continues its deliberate, dreamlike advance, the focus subtly shifts, blurring the background into soft, blurred shadows and focusing all attention on the tranquil bottle, creating a tranquil, almost sacred atmosphere, a moment suspended in time.", + "seed": 19363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_13/index_8485_seed_19363_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04229271812364459, + "vlm_logprob": -0.04229271812364459, + "vlm_yes_no_margin": 3.6249999523162844, + "vlm_token_credit": -0.04229271812364459, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026978792622685432 + ], + "opposite_logprob_tokens": [ + -3.6519787311553955 + ], + "logprob_reward": -0.026978792622685432, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026978792622685432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21760520339012146, + 0.057476941496133804, + 0.061626553535461426, + 0.044441916048526764, + 0.0760701447725296, + 0.03891424462199211, + 0.14797529578208923, + 0.02757357247173786, + 0.21882493793964386, + 0.10949113965034485 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.026978792622685432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298941820859909 + ], + "opposite_logprob_tokens": [ + -2.2379894256591797 + ], + "logprob_reward": -0.11298941820859909, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298941820859909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07848835736513138, + 0.05565861240029335, + 0.045603055506944656, + 0.07145317643880844, + 0.11994615197181702, + 0.03877788409590721, + 0.28850218653678894, + 0.07680938392877579, + 0.15104229748249054, + 0.07371889054775238 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.11298941820859909 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867078736424446 + ], + "opposite_logprob_tokens": [ + -3.048670768737793 + ], + "logprob_reward": -0.04867078736424446, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867078736424446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06756372004747391, + 0.10810033977031708, + 0.11884716898202896, + 0.10529110580682755, + 0.1983458399772644, + 0.030168117955327034, + 0.22568346560001373, + 0.03392072767019272, + 0.05930308625102043, + 0.05277637764811516 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.04867078736424446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11137937754392624, + 0.10502703487873077, + 0.19836963713169098, + 0.02843441255390644, + 0.15170331299304962, + 0.04668770357966423, + 0.15630321204662323, + 0.044489555060863495, + 0.0887828841805458, + 0.06882280111312866 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant bottle of red wine lying on its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle crafted from deep green glass in a classic Bordeaux shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle resting on a weathered wooden table with visible age grain and scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by luminous, honey-hued sunlight slanting across a dimly lit room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady advance from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0806732177734375, + 0.02242955192923546, + 0.07074235379695892, + 0.04742901027202606, + 0.07422532886266708, + 0.04467744752764702, + 0.13987430930137634, + 0.06955808401107788, + 0.24820418655872345, + 0.2021864950656891 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.018180983141064644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_tensor([5149, 5149])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_tensor([5149, 5149])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a5fe4d3c126221a47460dc82c217e3d92540639e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_tensor([5149, 5149])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle, long shot imbued with classical Eastern aesthetics, the camera pans steadily to the right, following a dragon rendered entirely in ink. The sky takes on the texture of aged rice paper, with a subtle beige hue and a faint, fibrous texture. In the distance, a continuous, layered mountain range unfolds, rendered using traditional landscape painting techniques. Nearby peaks are outlined with crisp, powerful black ink, while the more distant mountains gradually fade into lighter shades, ultimately blending ethereally into the skyline, creating a profound sense of space. The dragon itself is a riot of brushwork, its sinuous body rendered in varying shades of ink, evoking muscular strength and the effect of wispy brushstrokes. The scales are not meticulously carved, but subtly suggested through the gradations of ink. The dragon's head is majestic, its eyes, highlighted by two dots of thick ink, piercing with spirit. The flowing whiskers and sharp claws are rendered with decisive, fluid strokes. With vigorous and majestic momentum, it soars and leaps across the scroll-like world, its massive body tracing a graceful S-shaped arc through the air. It sometimes disappears into the clouds rendered in light ink, then suddenly emerges, deftly weaving between peaks. Its dynamic trajectory seems to leave an invisible yet graceful trace on the rice paper. The entire painting is devoid of real-world light sources; light and shadow are composed entirely of the shades of ink and the white space left on the rice paper, creating a solemn, tranquil, and ancient artistic conception filled with the rhythm of life.", + "seed": 13618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_5149_seed_13618_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023909616563469172, + "vlm_logprob": -0.023909616563469172, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.023909616563469172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031512707471847534 + ], + "opposite_logprob_tokens": [ + -3.53151273727417 + ], + "logprob_reward": -0.031512707471847534, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031512707471847534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12640343606472015, + 0.12941262125968933, + 0.061630330979824066, + 0.37953540682792664, + 0.0591978020966053, + 0.06038655340671539, + 0.03896736353635788, + 0.03155957907438278, + 0.039934683591127396, + 0.07297217845916748 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.031512707471847534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982828952372074 + ], + "opposite_logprob_tokens": [ + -3.5298283100128174 + ], + "logprob_reward": -0.02982828952372074, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982828952372074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05814656987786293, + 0.2492903620004654, + 0.047295812517404556, + 0.14134247601032257, + 0.2425079494714737, + 0.04367988929152489, + 0.12434650212526321, + 0.03542671352624893, + 0.0267708171159029, + 0.03119296208024025 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.02982828952372074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028228219598531723 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.0028228219598531723, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028228219598531723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2709050178527832, + 0.12071602791547775, + 0.09869907796382904, + 0.09051847457885742, + 0.04147768393158913, + 0.07322106510400772, + 0.09221237152814865, + 0.06709718704223633, + 0.060303058475255966, + 0.08485006541013718 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0028228219598531723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864262789487839 + ], + "opposite_logprob_tokens": [ + -3.048642635345459 + ], + "logprob_reward": -0.04864262789487839, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864262789487839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0797138437628746, + 0.28644219040870667, + 0.10667284578084946, + 0.037478357553482056, + 0.19836151599884033, + 0.05762408673763275, + 0.05880200117826462, + 0.06094440817832947, + 0.06613510847091675, + 0.04782572016119957 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.04864262789487839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741635967046022 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741635967046022, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741635967046022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1062970906496048, + 0.14467331767082214, + 0.06639228016138077, + 0.05997706577181816, + 0.05886906012892723, + 0.07432736456394196, + 0.2667396366596222, + 0.0735144317150116, + 0.08700669556856155, + 0.062203068286180496 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.006741635967046022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot imbued with classical Eastern aesthetics, the camera pans steadily to the right, following a dragon rendered entirely in ink. The sky takes on the texture of aged rice paper, with a subtle beige hue and a faint, fibrous texture. In the distance, a continuous, layered mountain range unfolds, rendered using traditional landscape painting techniques. Nearby peaks are outlined with crisp, powerful black ink, while the more distant mountains gradually fade into lighter shades, ultimately blending ethereally into the skyline, creating a profound sense of space. The dragon itself is a riot of brushwork, its sinuous body rendered in varying shades of ink, evoking muscular strength and the effect of wispy brushstrokes. The scales are not meticulously carved, but subtly suggested through the gradations of ink. The dragon's head is majestic, its eyes, highlighted by two dots of thick ink, piercing with spirit. The flowing whiskers and sharp claws are rendered with decisive, fluid strokes. With vigorous and majestic momentum, it soars and leaps across the scroll-like world, its massive body tracing a graceful S-shaped arc through the air. It sometimes disappears into the clouds rendered in light ink, then suddenly emerges, deftly weaving between peaks. Its dynamic trajectory seems to leave an invisible yet graceful trace on the rice paper. The entire painting is devoid of real-world light sources; light and shadow are composed entirely of the shades of ink and the white space left on the rice paper, creating a solemn, tranquil, and ancient artistic conception filled with the rhythm of life.", + "seed": 13619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_5149_seed_13619_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043297890946269034, + "vlm_logprob": -0.043297890946269034, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.043297890946269034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10057263821363449 + ], + "opposite_logprob_tokens": [ + -2.3505725860595703 + ], + "logprob_reward": -0.10057263821363449, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10057263821363449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18778634071350098, + 0.1325741410255432, + 0.08303909748792648, + 0.10954809188842773, + 0.06501905620098114, + 0.08200063556432724, + 0.13641855120658875, + 0.07684443891048431, + 0.061160311102867126, + 0.06560938060283661 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10057263821363449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356644928455353 + ], + "opposite_logprob_tokens": [ + -3.6513566970825195 + ], + "logprob_reward": -0.026356644928455353, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356644928455353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37713193893432617, + 0.08261017501354218, + 0.05419120937585831, + 0.035691313445568085, + 0.13006523251533508, + 0.06014963984489441, + 0.0755864828824997, + 0.0933486819267273, + 0.04548358544707298, + 0.045741744339466095 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026356644928455353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780699387192726 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780699387192726, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780699387192726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11307945847511292, + 0.07364943623542786, + 0.13277003169059753, + 0.14074024558067322, + 0.16528962552547455, + 0.05605103448033333, + 0.07781510055065155, + 0.07184809446334839, + 0.0567256435751915, + 0.11203131079673767 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.009780699387192726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999747455120087 + ], + "opposite_logprob_tokens": [ + -2.694997549057007 + ], + "logprob_reward": -0.06999747455120087, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999747455120087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13761396706104279, + 0.060858603566884995, + 0.06923794001340866, + 0.05988941714167595, + 0.13683077692985535, + 0.10731583833694458, + 0.049787554889917374, + 0.1326051950454712, + 0.1440197229385376, + 0.10184099525213242 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.06999747455120087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978199765086174 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.00978199765086174, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978199765086174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15652525424957275, + 0.08008887618780136, + 0.08117837458848953, + 0.10636245459318161, + 0.056807417422533035, + 0.15858615934848785, + 0.08502953499555588, + 0.11608295887708664, + 0.09501411020755768, + 0.06432490795850754 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.00978199765086174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot imbued with classical Eastern aesthetics, the camera pans steadily to the right, following a dragon rendered entirely in ink. The sky takes on the texture of aged rice paper, with a subtle beige hue and a faint, fibrous texture. In the distance, a continuous, layered mountain range unfolds, rendered using traditional landscape painting techniques. Nearby peaks are outlined with crisp, powerful black ink, while the more distant mountains gradually fade into lighter shades, ultimately blending ethereally into the skyline, creating a profound sense of space. The dragon itself is a riot of brushwork, its sinuous body rendered in varying shades of ink, evoking muscular strength and the effect of wispy brushstrokes. The scales are not meticulously carved, but subtly suggested through the gradations of ink. The dragon's head is majestic, its eyes, highlighted by two dots of thick ink, piercing with spirit. The flowing whiskers and sharp claws are rendered with decisive, fluid strokes. With vigorous and majestic momentum, it soars and leaps across the scroll-like world, its massive body tracing a graceful S-shaped arc through the air. It sometimes disappears into the clouds rendered in light ink, then suddenly emerges, deftly weaving between peaks. Its dynamic trajectory seems to leave an invisible yet graceful trace on the rice paper. The entire painting is devoid of real-world light sources; light and shadow are composed entirely of the shades of ink and the white space left on the rice paper, creating a solemn, tranquil, and ancient artistic conception filled with the rhythm of life.", + "seed": 13620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_5149_seed_13620_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024216476548463105, + "vlm_logprob": -0.024216476548463105, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.024216476548463105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01688309945166111 + ], + "opposite_logprob_tokens": [ + -4.14188289642334 + ], + "logprob_reward": -0.01688309945166111, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01688309945166111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08591340482234955, + 0.09525971114635468, + 0.025258248671889305, + 0.3456646502017975, + 0.057805970311164856, + 0.03456004709005356, + 0.10497810691595078, + 0.08512106537818909, + 0.0824185311794281, + 0.08302018791437149 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.01688309945166111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557956390082836 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012557956390082836, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557956390082836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34433498978614807, + 0.0940602719783783, + 0.03229931369423866, + 0.0990777462720871, + 0.03027818724513054, + 0.08318142592906952, + 0.042232029139995575, + 0.13033509254455566, + 0.11747752130031586, + 0.026723384857177734 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.012557956390082836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15650339424610138, + 0.11333111673593521, + 0.04935537278652191, + 0.3741433620452881, + 0.06228591874241829, + 0.03264900669455528, + 0.08768928050994873, + 0.04793425649404526, + 0.0482608899474144, + 0.027847398072481155 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895573228597641 + ], + "opposite_logprob_tokens": [ + -2.57895565032959 + ], + "logprob_reward": -0.07895573228597641, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895573228597641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047723837196826935, + 0.12619926035404205, + 0.0263279527425766, + 0.2974635362625122, + 0.07290978729724884, + 0.06577371060848236, + 0.09037888050079346, + 0.12953223288059235, + 0.12047877907752991, + 0.023211989551782608 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.07895573228597641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067384387366473675 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.0067384387366473675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067384387366473675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13738740980625153, + 0.042960550636053085, + 0.03698369115591049, + 0.22552502155303955, + 0.08497840166091919, + 0.029256906360387802, + 0.10785815119743347, + 0.16261327266693115, + 0.09930162131786346, + 0.07313495874404907 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0067384387366473675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot imbued with classical Eastern aesthetics, the camera pans steadily to the right, following a dragon rendered entirely in ink. The sky takes on the texture of aged rice paper, with a subtle beige hue and a faint, fibrous texture. In the distance, a continuous, layered mountain range unfolds, rendered using traditional landscape painting techniques. Nearby peaks are outlined with crisp, powerful black ink, while the more distant mountains gradually fade into lighter shades, ultimately blending ethereally into the skyline, creating a profound sense of space. The dragon itself is a riot of brushwork, its sinuous body rendered in varying shades of ink, evoking muscular strength and the effect of wispy brushstrokes. The scales are not meticulously carved, but subtly suggested through the gradations of ink. The dragon's head is majestic, its eyes, highlighted by two dots of thick ink, piercing with spirit. The flowing whiskers and sharp claws are rendered with decisive, fluid strokes. With vigorous and majestic momentum, it soars and leaps across the scroll-like world, its massive body tracing a graceful S-shaped arc through the air. It sometimes disappears into the clouds rendered in light ink, then suddenly emerges, deftly weaving between peaks. Its dynamic trajectory seems to leave an invisible yet graceful trace on the rice paper. The entire painting is devoid of real-world light sources; light and shadow are composed entirely of the shades of ink and the white space left on the rice paper, creating a solemn, tranquil, and ancient artistic conception filled with the rhythm of life.", + "seed": 13621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_14/index_5149_seed_13621_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024535815976560117, + "vlm_logprob": -0.024535815976560117, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.024535815976560117, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03051881678402424 + ], + "opposite_logprob_tokens": [ + -3.5305187702178955 + ], + "logprob_reward": -0.03051881678402424, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03051881678402424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18240930140018463, + 0.1276414394378662, + 0.07246357202529907, + 0.0700296089053154, + 0.04148838669061661, + 0.056005965918302536, + 0.030574731528759003, + 0.1320403814315796, + 0.07054589688777924, + 0.21680070459842682 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03051881678402424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259486846625805 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259486846625805, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259486846625805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20793265104293823, + 0.10966881364583969, + 0.14083972573280334, + 0.08807839453220367, + 0.08454018086194992, + 0.055036600679159164, + 0.12954293191432953, + 0.09216337651014328, + 0.03635355085134506, + 0.05584380403161049 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.005259486846625805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575417205691338 + ], + "opposite_logprob_tokens": [ + -3.895575523376465 + ], + "logprob_reward": -0.020575417205691338, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575417205691338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10018166154623032, + 0.10464415699243546, + 0.06774862855672836, + 0.07113301753997803, + 0.03530041128396988, + 0.02447691559791565, + 0.030463041737675667, + 0.06095032021403313, + 0.06498213857412338, + 0.4401196837425232 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.020575417205691338 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304730147123337 + ], + "opposite_logprob_tokens": [ + -3.1680471897125244 + ], + "logprob_reward": -0.04304730147123337, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304730147123337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09231844544410706, + 0.09542907029390335, + 0.07688883692026138, + 0.0863560289144516, + 0.03264850750565529, + 0.04561005160212517, + 0.03549909219145775, + 0.04188309982419014, + 0.1568603664636612, + 0.3365064859390259 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.04304730147123337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon rendered entirely in ink with varying shades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky have the texture of aged rice paper with a subtle beige hue and fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a continuous, layered mountain range in the distance rendered with traditional landscape painting techniques?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to the right following the dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon soar and leap across the scene tracing a graceful S-shaped arc through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327805757522583 + ], + "opposite_logprob_tokens": [ + -3.773277997970581 + ], + "logprob_reward": -0.02327805757522583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327805757522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07340704649686813, + 0.14533817768096924, + 0.19675184786319733, + 0.058890942484140396, + 0.028702327981591225, + 0.08451781421899796, + 0.05907082557678223, + 0.08745677024126053, + 0.1080472469329834, + 0.1578170210123062 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.02327805757522583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_tensor([205, 205])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_tensor([205, 205])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aca047045b560daa798a4841b6f74ed78393b9af --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_tensor([205, 205])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a Ghibli-inspired art style, a sweeping wide-angle shot slowly sweeps across the tranquil forest floor, revealing a large, olive-green, conical snail as the central focal point. The creature rests peacefully on a large, round river rock, covered in a thick carpet of vibrant emerald moss. Its shell is beautifully rendered, engraved with subtle spiral bands of deep green, with a soft, matte texture that gently catches the light. The snail's body is tightly coiled inside, with only the shimmering pale yellow fleshy rim visible through the shell's pores. The rock sits at the edge of a crystalline stream, its water so transparent that the smooth, colorful pebbles of the riverbed are clearly visible beneath the gently flowing ripples. Warm, golden sunlight penetrates the dense forest canopy, creating shifting, speckled patterns on the moss, snail shell, and water's surface. The scene is framed by lush, oversized ferns and broadleaf plants, all rendered with the soft outlines and rich, watercolor-like textures characteristic of hand-drawn animation, evoking a profound sense of quiet, magical wonder.", + "seed": 26683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_205_seed_26683_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027337087877094747, + "vlm_logprob": -0.027337087877094747, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.027337087877094747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014535253867506981 + ], + "opposite_logprob_tokens": [ + -4.264535427093506 + ], + "logprob_reward": -0.014535253867506981, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014535253867506981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1446133553981781, + 0.06581001728773117, + 0.10131853073835373, + 0.1594841629266739, + 0.09009050577878952, + 0.034034375101327896, + 0.2038751095533371, + 0.11026367545127869, + 0.045183151960372925, + 0.045327167958021164 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.014535253867506981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349218785762787, + 0.1330268234014511, + 0.09096472710371017, + 0.21810878813266754, + 0.08431844413280487, + 0.02312445640563965, + 0.07453393936157227, + 0.178364098072052, + 0.029886886477470398, + 0.0327499695122242 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789552539587021 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789552539587021, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789552539587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331264078617096, + 0.07128239423036575, + 0.07922867685556412, + 0.20846767723560333, + 0.05552101135253906, + 0.055616606026887894, + 0.10639262199401855, + 0.12020322680473328, + 0.06750503927469254, + 0.10265626758337021 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.009789552539587021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22507181763648987, + 0.21946479380130768, + 0.10732859373092651, + 0.10052143037319183, + 0.06224920228123665, + 0.02875194512307644, + 0.09573949128389359, + 0.0794089138507843, + 0.029183505102992058, + 0.052280325442552567 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369683399796486 + ], + "opposite_logprob_tokens": [ + -3.4086968898773193 + ], + "logprob_reward": -0.03369683399796486, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369683399796486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13790282607078552, + 0.09127465635538101, + 0.0732530727982521, + 0.12503261864185333, + 0.04938304051756859, + 0.04016507416963577, + 0.11956890672445297, + 0.11114056408405304, + 0.13543608784675598, + 0.11684316396713257 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.03369683399796486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a Ghibli-inspired art style, a sweeping wide-angle shot slowly sweeps across the tranquil forest floor, revealing a large, olive-green, conical snail as the central focal point. The creature rests peacefully on a large, round river rock, covered in a thick carpet of vibrant emerald moss. Its shell is beautifully rendered, engraved with subtle spiral bands of deep green, with a soft, matte texture that gently catches the light. The snail's body is tightly coiled inside, with only the shimmering pale yellow fleshy rim visible through the shell's pores. The rock sits at the edge of a crystalline stream, its water so transparent that the smooth, colorful pebbles of the riverbed are clearly visible beneath the gently flowing ripples. Warm, golden sunlight penetrates the dense forest canopy, creating shifting, speckled patterns on the moss, snail shell, and water's surface. The scene is framed by lush, oversized ferns and broadleaf plants, all rendered with the soft outlines and rich, watercolor-like textures characteristic of hand-drawn animation, evoking a profound sense of quiet, magical wonder.", + "seed": 26684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_205_seed_26684_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008197546284645797, + "vlm_logprob": -0.008197546284645797, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.008197546284645797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026700582820922136 + ], + "opposite_logprob_tokens": [ + -6.0026702880859375 + ], + "logprob_reward": -0.0026700582820922136, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0026700582820922136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1892516165971756, + 0.11110524088144302, + 0.09599350392818451, + 0.062320977449417114, + 0.11325649172067642, + 0.05746118351817131, + 0.06335459649562836, + 0.08397021144628525, + 0.10348886996507645, + 0.11979730427265167 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0026700582820922136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024915861431509256 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024915861431509256, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024915861431509256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1409059315919876, + 0.12835033237934113, + 0.15788304805755615, + 0.054828811436891556, + 0.10535028576850891, + 0.06527356058359146, + 0.1012708768248558, + 0.07282204926013947, + 0.09676381945610046, + 0.07655131071805954 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0024915861431509256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13555359840393066, + 0.05767718330025673, + 0.046705037355422974, + 0.09544246643781662, + 0.06668053567409515, + 0.05042598769068718, + 0.2516746520996094, + 0.05687577649950981, + 0.0923575684428215, + 0.1466071754693985 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001936228945851326 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.001936228945851326, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001936228945851326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18857640027999878, + 0.29775840044021606, + 0.07546481490135193, + 0.028694747015833855, + 0.05468533933162689, + 0.053430359810590744, + 0.0795033797621727, + 0.09480658173561096, + 0.06540471315383911, + 0.06167524307966232 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.001936228945851326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791032895445824 + ], + "opposite_logprob_tokens": [ + -3.5297911167144775 + ], + "logprob_reward": -0.029791032895445824, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791032895445824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.234831303358078, + 0.08200787752866745, + 0.03196919709444046, + 0.052875638008117676, + 0.04028597101569176, + 0.044294390827417374, + 0.2194654941558838, + 0.09298110008239746, + 0.12137387692928314, + 0.0799151211977005 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.029791032895445824 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a Ghibli-inspired art style, a sweeping wide-angle shot slowly sweeps across the tranquil forest floor, revealing a large, olive-green, conical snail as the central focal point. The creature rests peacefully on a large, round river rock, covered in a thick carpet of vibrant emerald moss. Its shell is beautifully rendered, engraved with subtle spiral bands of deep green, with a soft, matte texture that gently catches the light. The snail's body is tightly coiled inside, with only the shimmering pale yellow fleshy rim visible through the shell's pores. The rock sits at the edge of a crystalline stream, its water so transparent that the smooth, colorful pebbles of the riverbed are clearly visible beneath the gently flowing ripples. Warm, golden sunlight penetrates the dense forest canopy, creating shifting, speckled patterns on the moss, snail shell, and water's surface. The scene is framed by lush, oversized ferns and broadleaf plants, all rendered with the soft outlines and rich, watercolor-like textures characteristic of hand-drawn animation, evoking a profound sense of quiet, magical wonder.", + "seed": 26685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_205_seed_26685_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008049666695296765, + "vlm_logprob": -0.008049666695296765, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.008049666695296765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003914077300578356 + ], + "opposite_logprob_tokens": [ + -5.628913879394531 + ], + "logprob_reward": -0.003914077300578356, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003914077300578356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1188022792339325, + 0.04261627048254013, + 0.20792727172374725, + 0.03882533684372902, + 0.0663229450583458, + 0.04488170146942139, + 0.11586159467697144, + 0.19840678572654724, + 0.12348242849111557, + 0.04287344217300415 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.003914077300578356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052565219812095165 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052565219812095165, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052565219812095165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14101046323776245, + 0.07584518939256668, + 0.11884628981351852, + 0.09369289875030518, + 0.09927202016115189, + 0.1733940839767456, + 0.06225245073437691, + 0.1211669072508812, + 0.05781719461083412, + 0.05670258775353432 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0052565219812095165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12245939671993256, + 0.06425485014915466, + 0.1471330225467682, + 0.031076883897185326, + 0.05637458339333534, + 0.04822933301329613, + 0.09636127948760986, + 0.23422084748744965, + 0.10921945422887802, + 0.09067034721374512 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248814355581999 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248814355581999, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248814355581999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1485406756401062, + 0.4129210412502289, + 0.09308366477489471, + 0.1944485604763031, + 0.024896854534745216, + 0.028650373220443726, + 0.022158194333314896, + 0.03769412636756897, + 0.022845173254609108, + 0.014761370606720448 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.005248814355581999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571330562233925 + ], + "opposite_logprob_tokens": [ + -3.895571231842041 + ], + "logprob_reward": -0.020571330562233925, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571330562233925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455552726984024, + 0.1334632933139801, + 0.3913426995277405, + 0.039737533777952194, + 0.04223470762372017, + 0.026980159804224968, + 0.032239995896816254, + 0.08023834973573685, + 0.06201612949371338, + 0.046191804111003876 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.020571330562233925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a Ghibli-inspired art style, a sweeping wide-angle shot slowly sweeps across the tranquil forest floor, revealing a large, olive-green, conical snail as the central focal point. The creature rests peacefully on a large, round river rock, covered in a thick carpet of vibrant emerald moss. Its shell is beautifully rendered, engraved with subtle spiral bands of deep green, with a soft, matte texture that gently catches the light. The snail's body is tightly coiled inside, with only the shimmering pale yellow fleshy rim visible through the shell's pores. The rock sits at the edge of a crystalline stream, its water so transparent that the smooth, colorful pebbles of the riverbed are clearly visible beneath the gently flowing ripples. Warm, golden sunlight penetrates the dense forest canopy, creating shifting, speckled patterns on the moss, snail shell, and water's surface. The scene is framed by lush, oversized ferns and broadleaf plants, all rendered with the soft outlines and rich, watercolor-like textures characteristic of hand-drawn animation, evoking a profound sense of quiet, magical wonder.", + "seed": 26686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_15/index_205_seed_26686_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012439941335469485, + "vlm_logprob": -0.012439941335469485, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.012439941335469485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016334857791662216 + ], + "opposite_logprob_tokens": [ + -4.1413350105285645 + ], + "logprob_reward": -0.016334857791662216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016334857791662216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08223824203014374, + 0.060526128858327866, + 0.03496381640434265, + 0.2504573464393616, + 0.07567621022462845, + 0.05830979347229004, + 0.10762961208820343, + 0.06506524980068207, + 0.04998442158102989, + 0.2151491791009903 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.016334857791662216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088889092206955 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088889092206955, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088889092206955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09230499714612961, + 0.06232055276632309, + 0.04243016242980957, + 0.20369760692119598, + 0.13617168366909027, + 0.21252015233039856, + 0.09974916279315948, + 0.03528326749801636, + 0.027864381670951843, + 0.08765799552202225 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.011088889092206955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0949513167142868, + 0.14000709354877472, + 0.04894170165061951, + 0.08127062022686005, + 0.15031398832798004, + 0.051757849752902985, + 0.08625569939613342, + 0.08649127185344696, + 0.06006762012839317, + 0.19994276762008667 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5260616540908813, + 0.07816630601882935, + 0.040666766464710236, + 0.07919500023126602, + 0.03399692475795746, + 0.034139953553676605, + 0.08769691735506058, + 0.04196862131357193, + 0.026581278070807457, + 0.051526520401239395 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large, olive-green, conical snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail resting on a large, round river rock covered in vibrant emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell engraved with deep green spiral bands and has a soft, matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at the edge of a crystalline stream with transparent water revealing colorful pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature warm, golden sunlight creating shifting, speckled patterns on the moss and water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064496710896492 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064496710896492, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064496710896492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21106591820716858, + 0.10288359969854355, + 0.08863874524831772, + 0.07614244520664215, + 0.11857786774635315, + 0.060153041034936905, + 0.06607186049222946, + 0.036398328840732574, + 0.08921189606189728, + 0.15085633099079132 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.016064496710896492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_tensor([1744, 1744])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_tensor([1744, 1744])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e831a3de67294cc6270161a382052d566b4cac9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_tensor([1744, 1744])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly 45-degree angle focuses on an Asian man wearing a dark blue cotton and linen Chinese-style double-breasted jacket, hunched over an antique, dark-wood desk. A soft ray of afternoon sunlight filters through the side window lattice, framing his profile and the back of his hands, casting dappled shadows across the desk. He leans forward slightly, lips pursed, his gaze fixed intently on a sheet of pristine white rice paper spread out beneath his pen. Steady and composed, his right hand grips a bamboo-handled brush, the tip saturated with thick ink from the inkstone. He carefully and slowly strokes the paper, leaving each Chinese character with a powerful, even stroke. His left hand gently presses the edge of the paper to maintain its smoothness. Besides the inkstone, the desk also holds a warm jade paperweight. In the background, a slightly blurred bookshelf filled with ancient tomes appears. The whole picture is warm and peaceful in tone, and every movement seems full of ritual, creating an atmosphere of calmness, concentration and classical bookishness.", + "seed": 29731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_1744_seed_29731_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03832446690648794, + "vlm_logprob": -0.03832446690648794, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03832446690648794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11438483744859695 + ], + "opposite_logprob_tokens": [ + -2.239384889602661 + ], + "logprob_reward": -0.11438483744859695, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11438483744859695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5123372673988342, + 0.06555510312318802, + 0.09034640341997147, + 0.09275718033313751, + 0.04005979746580124, + 0.035068951547145844, + 0.06891099363565445, + 0.02665218710899353, + 0.042445097118616104, + 0.025867048650979996 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.11438483744859695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5111438632011414, + 0.08090177178382874, + 0.05779065191745758, + 0.08190767467021942, + 0.06878791004419327, + 0.02783343754708767, + 0.07631303369998932, + 0.025617044419050217, + 0.030577996745705605, + 0.03912661224603653 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818496361374855 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.01818496361374855, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818496361374855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44913533329963684, + 0.08303575962781906, + 0.10582061111927032, + 0.07075613737106323, + 0.06876810640096664, + 0.02870311215519905, + 0.07760554552078247, + 0.028106197714805603, + 0.04316286742687225, + 0.04490632563829422 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01818496361374855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24866117537021637, + 0.16904686391353607, + 0.10221027582883835, + 0.08183872699737549, + 0.06751830130815506, + 0.044285472482442856, + 0.05096270143985748, + 0.174259215593338, + 0.024624697864055634, + 0.03659254312515259 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029783857986330986 + ], + "opposite_logprob_tokens": [ + -3.5297839641571045 + ], + "logprob_reward": -0.029783857986330986, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029783857986330986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30312424898147583, + 0.10375116020441055, + 0.1259794980287552, + 0.1293582022190094, + 0.10049766302108765, + 0.029653877019882202, + 0.07368385046720505, + 0.05435820296406746, + 0.05106353014707565, + 0.02852976694703102 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029783857986330986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly 45-degree angle focuses on an Asian man wearing a dark blue cotton and linen Chinese-style double-breasted jacket, hunched over an antique, dark-wood desk. A soft ray of afternoon sunlight filters through the side window lattice, framing his profile and the back of his hands, casting dappled shadows across the desk. He leans forward slightly, lips pursed, his gaze fixed intently on a sheet of pristine white rice paper spread out beneath his pen. Steady and composed, his right hand grips a bamboo-handled brush, the tip saturated with thick ink from the inkstone. He carefully and slowly strokes the paper, leaving each Chinese character with a powerful, even stroke. His left hand gently presses the edge of the paper to maintain its smoothness. Besides the inkstone, the desk also holds a warm jade paperweight. In the background, a slightly blurred bookshelf filled with ancient tomes appears. The whole picture is warm and peaceful in tone, and every movement seems full of ritual, creating an atmosphere of calmness, concentration and classical bookishness.", + "seed": 29732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_1744_seed_29732_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.051753203757107256, + "vlm_logprob": -0.051753203757107256, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.051753203757107256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11396689713001251 + ], + "opposite_logprob_tokens": [ + -2.238966941833496 + ], + "logprob_reward": -0.11396689713001251, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11396689713001251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19148163497447968, + 0.1455247402191162, + 0.0600288100540638, + 0.059019312262535095, + 0.07295895367860794, + 0.04221760481595993, + 0.07977011799812317, + 0.1329227238893509, + 0.08278022706508636, + 0.13329589366912842 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.11396689713001251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24111086130142212, + 0.17340700328350067, + 0.08694405108690262, + 0.07632055878639221, + 0.06421820819377899, + 0.03906847909092903, + 0.05368882045149803, + 0.05751246586441994, + 0.08650905638933182, + 0.12122050672769547 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064614057540894 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064614057540894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064614057540894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3306940495967865, + 0.0846540555357933, + 0.10413993895053864, + 0.037381164729595184, + 0.08446007966995239, + 0.052757296711206436, + 0.04869369789958, + 0.07784119248390198, + 0.12833593785762787, + 0.05104254186153412 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.016064614057540894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034461319446564 + ], + "opposite_logprob_tokens": [ + -2.350344657897949 + ], + "logprob_reward": -0.10034461319446564, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034461319446564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3079497814178467, + 0.21778397262096405, + 0.06927449256181717, + 0.08227479457855225, + 0.0416262187063694, + 0.02325987070798874, + 0.05325660482048988, + 0.04877312853932381, + 0.07930464297533035, + 0.07649653404951096 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.10034461319446564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418695505708456 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.01418695505708456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418695505708456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.376164048910141, + 0.0927739068865776, + 0.0810309499502182, + 0.0817624032497406, + 0.03717365488409996, + 0.03474566340446472, + 0.041628576815128326, + 0.0577092319726944, + 0.09750749170780182, + 0.09950406104326248 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01418695505708456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly 45-degree angle focuses on an Asian man wearing a dark blue cotton and linen Chinese-style double-breasted jacket, hunched over an antique, dark-wood desk. A soft ray of afternoon sunlight filters through the side window lattice, framing his profile and the back of his hands, casting dappled shadows across the desk. He leans forward slightly, lips pursed, his gaze fixed intently on a sheet of pristine white rice paper spread out beneath his pen. Steady and composed, his right hand grips a bamboo-handled brush, the tip saturated with thick ink from the inkstone. He carefully and slowly strokes the paper, leaving each Chinese character with a powerful, even stroke. His left hand gently presses the edge of the paper to maintain its smoothness. Besides the inkstone, the desk also holds a warm jade paperweight. In the background, a slightly blurred bookshelf filled with ancient tomes appears. The whole picture is warm and peaceful in tone, and every movement seems full of ritual, creating an atmosphere of calmness, concentration and classical bookishness.", + "seed": 29733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_1744_seed_29733_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.056206023693084715, + "vlm_logprob": -0.056206023693084715, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.056206023693084715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1630493849515915 + ], + "opposite_logprob_tokens": [ + -1.913049340248108 + ], + "logprob_reward": -0.1630493849515915, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1630493849515915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23277448117733002, + 0.08362258970737457, + 0.05944941192865372, + 0.08445373177528381, + 0.0695427805185318, + 0.05899595096707344, + 0.12788864970207214, + 0.0837402492761612, + 0.051365211606025696, + 0.1481669843196869 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.1630493849515915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084907576441765 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.016084907576441765, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084907576441765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07213771343231201, + 0.13102953135967255, + 0.05572013929486275, + 0.1198807954788208, + 0.11633552610874176, + 0.05757692828774452, + 0.15194939076900482, + 0.12992532551288605, + 0.061309073120355606, + 0.10413559526205063 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.016084907576441765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584993064403534 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020584993064403534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584993064403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12530849874019623, + 0.08283345401287079, + 0.18547341227531433, + 0.06705494225025177, + 0.10480790585279465, + 0.041423309594392776, + 0.0791112557053566, + 0.13080056011676788, + 0.06097610667347908, + 0.1222105473279953 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.020584993064403534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974041879177094 + ], + "opposite_logprob_tokens": [ + -2.92997407913208 + ], + "logprob_reward": -0.054974041879177094, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974041879177094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17841726541519165, + 0.22181177139282227, + 0.1039842814207077, + 0.13698749244213104, + 0.0910770520567894, + 0.05006837099790573, + 0.06653948873281479, + 0.0646502822637558, + 0.030973508954048157, + 0.055490508675575256 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.054974041879177094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263367909938097 + ], + "opposite_logprob_tokens": [ + -3.651336908340454 + ], + "logprob_reward": -0.0263367909938097, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263367909938097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17366333305835724, + 0.08472335338592529, + 0.08946216106414795, + 0.14864644408226013, + 0.17667782306671143, + 0.09697143733501434, + 0.031064270064234734, + 0.09536413103342056, + 0.06140241026878357, + 0.042024627327919006 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0263367909938097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly 45-degree angle focuses on an Asian man wearing a dark blue cotton and linen Chinese-style double-breasted jacket, hunched over an antique, dark-wood desk. A soft ray of afternoon sunlight filters through the side window lattice, framing his profile and the back of his hands, casting dappled shadows across the desk. He leans forward slightly, lips pursed, his gaze fixed intently on a sheet of pristine white rice paper spread out beneath his pen. Steady and composed, his right hand grips a bamboo-handled brush, the tip saturated with thick ink from the inkstone. He carefully and slowly strokes the paper, leaving each Chinese character with a powerful, even stroke. His left hand gently presses the edge of the paper to maintain its smoothness. Besides the inkstone, the desk also holds a warm jade paperweight. In the background, a slightly blurred bookshelf filled with ancient tomes appears. The whole picture is warm and peaceful in tone, and every movement seems full of ritual, creating an atmosphere of calmness, concentration and classical bookishness.", + "seed": 29734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_2/index_1744_seed_29734_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.053260703757405284, + "vlm_logprob": -0.053260703757405284, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.053260703757405284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1617211103439331 + ], + "opposite_logprob_tokens": [ + -1.911721110343933 + ], + "logprob_reward": -0.1617211103439331, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1617211103439331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39013078808784485, + 0.09223147481679916, + 0.03876843303442001, + 0.09758218377828598, + 0.05269141495227814, + 0.03226371482014656, + 0.022068440914154053, + 0.03794432803988457, + 0.022516019642353058, + 0.21380315721035004 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.1617211103439331 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2442392259836197, + 0.08799689263105392, + 0.051456108689308167, + 0.15712706744670868, + 0.09715915471315384, + 0.030839571729302406, + 0.04406868666410446, + 0.08227714151144028, + 0.026823051273822784, + 0.17801308631896973 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.018200648948550224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19727182388305664, + 0.10278008133172989, + 0.035230282694101334, + 0.06471423804759979, + 0.06476171314716339, + 0.11207892745733261, + 0.02715115062892437, + 0.10209693759679794, + 0.14879260957241058, + 0.1451222449541092 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.026348518207669258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701326698064804 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701326698064804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701326698064804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3527538478374481, + 0.19242990016937256, + 0.050647612661123276, + 0.07090702652931213, + 0.07768624275922775, + 0.02271648310124874, + 0.024728169664740562, + 0.11535320430994034, + 0.032057709991931915, + 0.0607198141515255 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.033701326698064804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Asian man wearing a dark blue double-breasted jacket made of cotton and linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man hunched over an antique dark-wood desk with a sheet of white rice paper and a bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's right hand grip the brush to write Chinese characters while his left hand presses the edge of the paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a soft ray of afternoon sunlight filtering through a side window lattice, casting dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a close-up shot from a slightly 45-degree angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026331914588809013 + ], + "opposite_logprob_tokens": [ + -3.651331901550293 + ], + "logprob_reward": -0.026331914588809013, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026331914588809013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40968915820121765, + 0.12834888696670532, + 0.06967973709106445, + 0.1459023356437683, + 0.04687700793147087, + 0.04037719964981079, + 0.020110420882701874, + 0.034348659217357635, + 0.026086805388331413, + 0.07857979089021683 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026331914588809013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_tensor([8209, 8209])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_tensor([8209, 8209])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ecd579603710bd601a750bb7b329c684c719e9ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_tensor([8209, 8209])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic, high-angle, panoramic shot slowly slides from left to right across a vast, dystopian, sci-fi cityscape, as a hazy, polluted sunrise struggles to break through a thick, swirling smog. Sickly yet deeply beautiful orange and yellowish light pierces the darkness, creating dramatic god-lights that illuminate the dense particulate matter hanging in the air. Towering, monolithic structures of darkly stained concrete and corroded metal dominate the skyline, their brutalist architecture forming deep, shadowy canyons plunging into unseen depths. From massive vents on their vast surfaces, these structures rhythmically release vast, billowing plumes of pressurized steam, which catch the jaundiced morning light and blend with the low-hanging brown clouds. Far below, small, utility aircraft navigate the maze of corridors between buildings, their faint, glowing engine contrails streaking through the haze. The entire scene is rendered in Makoto Shinkai’s aesthetic, characterized by highly detailed painterly backgrounds and dramatic use of lighting and lens flares, with polluted sunrises paradoxically casting a beautiful, melancholic glow over the oppressive urban sprawl, creating a breathtakingly desolate atmosphere.", + "seed": 24858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_8209_seed_24858_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4534483932889998, + "vlm_logprob": -0.4534483932889998, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.4534483932889998, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4322139322757721 + ], + "opposite_logprob_tokens": [ + -1.0572139024734497 + ], + "logprob_reward": -0.4322139322757721, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4322139322757721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6411495804786682, + 0.012678048573434353, + 0.01194930449128151, + 0.018347308039665222, + 0.040386561304330826, + 0.015117802657186985, + 0.02748790569603443, + 0.12773200869560242, + 0.043392740190029144, + 0.061758771538734436 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.4322139322757721 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743415713310242 + ], + "opposite_logprob_tokens": [ + -0.47434157133102417 + ], + "logprob_reward": -0.9743415713310242, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743415713310242, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6284871101379395, + 0.009587463922798634, + 0.012200769037008286, + 0.045827560126781464, + 0.025737453252077103, + 0.01585935801267624, + 0.039588939398527145, + 0.08773665130138397, + 0.07812006026506424, + 0.05685461685061455 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.9743415713310242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578362226486206 + ], + "opposite_logprob_tokens": [ + -0.6328362226486206 + ], + "logprob_reward": -0.7578362226486206, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578362226486206, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4306488037109375, + 0.03938776254653931, + 0.01622569002211094, + 0.04707632586359978, + 0.05167204886674881, + 0.03374289721250534, + 0.07100190222263336, + 0.07356173545122147, + 0.13660979270935059, + 0.10007297992706299 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.7578362226486206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035722702741623 + ], + "opposite_logprob_tokens": [ + -2.3503572940826416 + ], + "logprob_reward": -0.10035722702741623, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035722702741623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7390976548194885, + 0.041726138442754745, + 0.01605558767914772, + 0.025210175663232803, + 0.03245482221245766, + 0.016852274537086487, + 0.03218691051006317, + 0.030107159167528152, + 0.03504691272974014, + 0.0312623493373394 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.10035722702741623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7043683528900146, + 0.025124289095401764, + 0.03223168104887009, + 0.0406140498816967, + 0.02844005636870861, + 0.023332439363002777, + 0.023971538990736008, + 0.011934376321732998, + 0.08574915677309036, + 0.024234069511294365 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.00249301316216588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, panoramic shot slowly slides from left to right across a vast, dystopian, sci-fi cityscape, as a hazy, polluted sunrise struggles to break through a thick, swirling smog. Sickly yet deeply beautiful orange and yellowish light pierces the darkness, creating dramatic god-lights that illuminate the dense particulate matter hanging in the air. Towering, monolithic structures of darkly stained concrete and corroded metal dominate the skyline, their brutalist architecture forming deep, shadowy canyons plunging into unseen depths. From massive vents on their vast surfaces, these structures rhythmically release vast, billowing plumes of pressurized steam, which catch the jaundiced morning light and blend with the low-hanging brown clouds. Far below, small, utility aircraft navigate the maze of corridors between buildings, their faint, glowing engine contrails streaking through the haze. The entire scene is rendered in Makoto Shinkai’s aesthetic, characterized by highly detailed painterly backgrounds and dramatic use of lighting and lens flares, with polluted sunrises paradoxically casting a beautiful, melancholic glow over the oppressive urban sprawl, creating a breathtakingly desolate atmosphere.", + "seed": 24859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_8209_seed_24859_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20074736813548952, + "vlm_logprob": -0.20074736813548952, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.20074736813548952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31792619824409485 + ], + "opposite_logprob_tokens": [ + -1.3179261684417725 + ], + "logprob_reward": -0.31792619824409485, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31792619824409485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22451293468475342, + 0.0910959392786026, + 0.12740430235862732, + 0.07677364349365234, + 0.2340623140335083, + 0.034074343740940094, + 0.07045286893844604, + 0.05523533746600151, + 0.028165049850940704, + 0.05822323262691498 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.31792619824409485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28144165873527527 + ], + "opposite_logprob_tokens": [ + -1.4064416885375977 + ], + "logprob_reward": -0.28144165873527527, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28144165873527527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3169995844364166, + 0.09522710740566254, + 0.0751510038971901, + 0.0442039780318737, + 0.13340294361114502, + 0.046887293457984924, + 0.11361727863550186, + 0.06622552871704102, + 0.03930358588695526, + 0.06898164749145508 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.28144165873527527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871098458766937 + ], + "opposite_logprob_tokens": [ + -1.1371098756790161 + ], + "logprob_reward": -0.3871098458766937, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871098458766937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12142328172922134, + 0.07406213879585266, + 0.09392610937356949, + 0.04566458612680435, + 0.11024439334869385, + 0.12545882165431976, + 0.21886615455150604, + 0.11032219976186752, + 0.05980287864804268, + 0.04022946581244469 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.3871098458766937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077518463134766 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077518463134766, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077518463134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390880167484283, + 0.06783076375722885, + 0.06554087996482849, + 0.12441863864660263, + 0.24616305530071259, + 0.05764799937605858, + 0.178887277841568, + 0.10957808792591095, + 0.02201716974377632, + 0.03400731086730957 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.016077518463134766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011816193582490087 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011816193582490087, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011816193582490087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24697716534137726, + 0.06239139288663864, + 0.10791715234518051, + 0.048989590257406235, + 0.12090452015399933, + 0.05599530041217804, + 0.08141838014125824, + 0.042669449001550674, + 0.06320880353450775, + 0.16952826082706451 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0011816193582490087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, panoramic shot slowly slides from left to right across a vast, dystopian, sci-fi cityscape, as a hazy, polluted sunrise struggles to break through a thick, swirling smog. Sickly yet deeply beautiful orange and yellowish light pierces the darkness, creating dramatic god-lights that illuminate the dense particulate matter hanging in the air. Towering, monolithic structures of darkly stained concrete and corroded metal dominate the skyline, their brutalist architecture forming deep, shadowy canyons plunging into unseen depths. From massive vents on their vast surfaces, these structures rhythmically release vast, billowing plumes of pressurized steam, which catch the jaundiced morning light and blend with the low-hanging brown clouds. Far below, small, utility aircraft navigate the maze of corridors between buildings, their faint, glowing engine contrails streaking through the haze. The entire scene is rendered in Makoto Shinkai’s aesthetic, characterized by highly detailed painterly backgrounds and dramatic use of lighting and lens flares, with polluted sunrises paradoxically casting a beautiful, melancholic glow over the oppressive urban sprawl, creating a breathtakingly desolate atmosphere.", + "seed": 24860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_8209_seed_24860_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.36417337202001365, + "vlm_logprob": -0.36417337202001365, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.36417337202001365, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5794615745544434 + ], + "opposite_logprob_tokens": [ + -0.8294615745544434 + ], + "logprob_reward": -0.5794615745544434, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5794615745544434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1630191057920456, + 0.06321512907743454, + 0.03479040414094925, + 0.03548409044742584, + 0.11147777736186981, + 0.07363701611757278, + 0.2501351833343506, + 0.13503101468086243, + 0.04868646338582039, + 0.08452381193637848 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.5794615745544434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261922597885132 + ], + "opposite_logprob_tokens": [ + -0.5761922597885132 + ], + "logprob_reward": -0.8261922597885132, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261922597885132, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20540578663349152, + 0.1455027461051941, + 0.10441210120916367, + 0.053459763526916504, + 0.037484705448150635, + 0.04735690355300903, + 0.145107239484787, + 0.1344163864850998, + 0.03266865015029907, + 0.0941857248544693 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.8261922597885132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713493943214417 + ], + "opposite_logprob_tokens": [ + -1.1371349096298218 + ], + "logprob_reward": -0.38713493943214417, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713493943214417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11450815945863724, + 0.10649146139621735, + 0.05154325067996979, + 0.0370401069521904, + 0.015907278284430504, + 0.08951693028211594, + 0.14449261128902435, + 0.22155706584453583, + 0.1012214869260788, + 0.11772162467241287 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.38713493943214417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361754164099693 + ], + "opposite_logprob_tokens": [ + -3.6513617038726807 + ], + "logprob_reward": -0.026361754164099693, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361754164099693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06801088899374008, + 0.24576672911643982, + 0.03619641810655594, + 0.022081462666392326, + 0.02835601009428501, + 0.01002267561852932, + 0.1597517728805542, + 0.28307992219924927, + 0.02429017797112465, + 0.12244386970996857 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.026361754164099693 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017163321608677506 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017163321608677506, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017163321608677506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11992467939853668, + 0.11812853068113327, + 0.06796615570783615, + 0.05116834118962288, + 0.04896273463964462, + 0.024806268513202667, + 0.21038375794887543, + 0.16215206682682037, + 0.0318215936422348, + 0.16468589007854462 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0017163321608677506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, panoramic shot slowly slides from left to right across a vast, dystopian, sci-fi cityscape, as a hazy, polluted sunrise struggles to break through a thick, swirling smog. Sickly yet deeply beautiful orange and yellowish light pierces the darkness, creating dramatic god-lights that illuminate the dense particulate matter hanging in the air. Towering, monolithic structures of darkly stained concrete and corroded metal dominate the skyline, their brutalist architecture forming deep, shadowy canyons plunging into unseen depths. From massive vents on their vast surfaces, these structures rhythmically release vast, billowing plumes of pressurized steam, which catch the jaundiced morning light and blend with the low-hanging brown clouds. Far below, small, utility aircraft navigate the maze of corridors between buildings, their faint, glowing engine contrails streaking through the haze. The entire scene is rendered in Makoto Shinkai’s aesthetic, characterized by highly detailed painterly backgrounds and dramatic use of lighting and lens flares, with polluted sunrises paradoxically casting a beautiful, melancholic glow over the oppressive urban sprawl, creating a breathtakingly desolate atmosphere.", + "seed": 24861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_3/index_8209_seed_24861_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2084510010899976, + "vlm_logprob": -0.2084510010899976, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.2084510010899976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26186102628707886 + ], + "opposite_logprob_tokens": [ + -1.5118610858917236 + ], + "logprob_reward": -0.26186102628707886, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26186102628707886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21105633676052094, + 0.07037010043859482, + 0.15442033112049103, + 0.06635589152574539, + 0.06706536561250687, + 0.08405367285013199, + 0.1778491586446762, + 0.060758255422115326, + 0.037939831614494324, + 0.07013101875782013 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.26186102628707886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713404536247253 + ], + "opposite_logprob_tokens": [ + -1.137134075164795 + ], + "logprob_reward": -0.38713404536247253, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713404536247253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17809872329235077, + 0.06047143414616585, + 0.1280961036682129, + 0.35789936780929565, + 0.058180809020996094, + 0.014589926227927208, + 0.03587089851498604, + 0.011446384713053703, + 0.023793119937181473, + 0.13155332207679749 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.38713404536247253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34866786003112793 + ], + "opposite_logprob_tokens": [ + -1.223667860031128 + ], + "logprob_reward": -0.34866786003112793, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34866786003112793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16387806832790375, + 0.09521276503801346, + 0.061154983937740326, + 0.35345005989074707, + 0.08887875825166702, + 0.0673350840806961, + 0.02881012298166752, + 0.03403984755277634, + 0.03793104365468025, + 0.0693092867732048 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.34866786003112793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076761066913605 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.043076761066913605, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076761066913605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.248956099152565, + 0.07668803632259369, + 0.07491283118724823, + 0.1362067312002182, + 0.11692188680171967, + 0.05931004881858826, + 0.0784107968211174, + 0.0631198137998581, + 0.06968220323324203, + 0.07579149305820465 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.043076761066913605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings described as towering, monolithic structures made of darkly stained concrete and corroded metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there small utility aircraft visible navigating between the buildings with glowing engine contrails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature massive vents releasing billowing plumes of pressurized steam that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by sickly orange and yellowish hues piercing through a thick, swirling smog?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515312702395022 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515312702395022, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515312702395022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19777020812034607, + 0.08228128403425217, + 0.13517020642757416, + 0.25956499576568604, + 0.07074956595897675, + 0.017764579504728317, + 0.06591618061065674, + 0.03244937211275101, + 0.027256861329078674, + 0.11107680201530457 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.001515312702395022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_tensor([2798, 2798])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_tensor([2798, 2798])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1f1fe92534b653a2f396f2a0027d9cccdb77c6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_tensor([2798, 2798])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of photorealistic CGI cinematic realism, a static, eye-level medium shot captures a tense interview inside a modern cable car gliding silently through the night. A man in his 30s, with sleek black hair and a sharp jawline, wears a perfectly tailored charcoal gray suit, a crisp white shirt, and a tightly knotted tie. He leans forward slightly, his expression deadly serious as he speaks. Opposite him, a woman with dark hair pulled back in a serious yet elegant bun wears a refined navy silk blouse. She holds a small, stylish digital recorder on the table between them, her gaze firm and analytical. The interior of the car is minimalist, with polished chrome and large panoramic windows. Outside, the sprawling metropolis displays a stunning yet distant tapestry of blurred, bokeh-effect lights—vibrant streaks of neon red, electric blue, and warm gold emanating from distant skyscrapers and traffic. These passing city lights serve as the primary illumination, rhythmically sweeping across their faces, casting fleeting dramatic shadows that accentuate the sharp contours of their features and heighten the palpable tension. This enclosed, isolated space, suspended high above the bustling world, combined with the dynamic, high-contrast lighting and serious expressions, creates an atmosphere steeped in suspense and the weight of high-stakes revelations.", + "seed": 33328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_2798_seed_33328_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17506817665416746, + "vlm_logprob": -0.17506817665416746, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.17506817665416746, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8281521201133728 + ], + "opposite_logprob_tokens": [ + -0.5781521201133728 + ], + "logprob_reward": -0.8281521201133728, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8281521201133728, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.036714643239974976, + 0.06503221392631531, + 0.025614596903324127, + 0.07921268045902252, + 0.04671225696802139, + 0.022383807227015495, + 0.039688464254140854, + 0.21427789330482483, + 0.018844977021217346, + 0.4515185058116913 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.8281521201133728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025101364590227604 + ], + "opposite_logprob_tokens": [ + -6.002510070800781 + ], + "logprob_reward": -0.0025101364590227604, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025101364590227604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21361643075942993, + 0.044592052698135376, + 0.05791202560067177, + 0.07932426035404205, + 0.1020297035574913, + 0.0315379835665226, + 0.03539449721574783, + 0.07108891010284424, + 0.10357093065977097, + 0.26093316078186035 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0025101364590227604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2546226680278778, + 0.056721411645412445, + 0.04060317575931549, + 0.07557159662246704, + 0.07628464698791504, + 0.029447846114635468, + 0.036699894815683365, + 0.14920827746391296, + 0.04289639741182327, + 0.2379440814256668 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038089267909526825 + ], + "opposite_logprob_tokens": [ + -3.2880892753601074 + ], + "logprob_reward": -0.038089267909526825, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038089267909526825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0559234544634819, + 0.13846758008003235, + 0.11473286151885986, + 0.0475606843829155, + 0.09525007754564285, + 0.1954689919948578, + 0.04751906916499138, + 0.19315993785858154, + 0.0341663621366024, + 0.07775098085403442 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.038089267909526825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052535575814545155 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.0052535575814545155, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052535575814545155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033971719443798065, + 0.05830632522702217, + 0.020693250000476837, + 0.0522538460791111, + 0.029583420604467392, + 0.014593077823519707, + 0.09432613849639893, + 0.15210528671741486, + 0.01636301353573799, + 0.5278039574623108 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0052535575814545155 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a static, eye-level medium shot captures a tense interview inside a modern cable car gliding silently through the night. A man in his 30s, with sleek black hair and a sharp jawline, wears a perfectly tailored charcoal gray suit, a crisp white shirt, and a tightly knotted tie. He leans forward slightly, his expression deadly serious as he speaks. Opposite him, a woman with dark hair pulled back in a serious yet elegant bun wears a refined navy silk blouse. She holds a small, stylish digital recorder on the table between them, her gaze firm and analytical. The interior of the car is minimalist, with polished chrome and large panoramic windows. Outside, the sprawling metropolis displays a stunning yet distant tapestry of blurred, bokeh-effect lights—vibrant streaks of neon red, electric blue, and warm gold emanating from distant skyscrapers and traffic. These passing city lights serve as the primary illumination, rhythmically sweeping across their faces, casting fleeting dramatic shadows that accentuate the sharp contours of their features and heighten the palpable tension. This enclosed, isolated space, suspended high above the bustling world, combined with the dynamic, high-contrast lighting and serious expressions, creates an atmosphere steeped in suspense and the weight of high-stakes revelations.", + "seed": 33329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_2798_seed_33329_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02795410177204758, + "vlm_logprob": -0.02795410177204758, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02795410177204758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07274344563484192 + ], + "opposite_logprob_tokens": [ + -2.6977434158325195 + ], + "logprob_reward": -0.07274344563484192, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07274344563484192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17326052486896515, + 0.10854282230138779, + 0.10016590356826782, + 0.027626747265458107, + 0.03137843310832977, + 0.24145852029323578, + 0.08149133622646332, + 0.07268362492322922, + 0.11398030072450638, + 0.049411799758672714 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.07274344563484192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636558562517166 + ], + "opposite_logprob_tokens": [ + -3.6513655185699463 + ], + "logprob_reward": -0.02636558562517166, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636558562517166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2027241736650467, + 0.09811414033174515, + 0.10031411796808243, + 0.17118826508522034, + 0.038440216332674026, + 0.19034399092197418, + 0.1146966814994812, + 0.024921152740716934, + 0.022282496094703674, + 0.03697475790977478 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02636558562517166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0858079120516777, + 0.13713888823986053, + 0.09089403599500656, + 0.05957035720348358, + 0.07397836446762085, + 0.29578912258148193, + 0.15874293446540833, + 0.023710880428552628, + 0.02883952669799328, + 0.045528050512075424 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369337320327759 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.03369337320327759, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369337320327759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16309471428394318, + 0.047744788229465485, + 0.06300809979438782, + 0.05237049236893654, + 0.35559791326522827, + 0.12775135040283203, + 0.08642737567424774, + 0.03247199207544327, + 0.026218410581350327, + 0.04531482979655266 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03369337320327759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017144280718639493 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017144280718639493, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017144280718639493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21955284476280212, + 0.0650082379579544, + 0.05019114539027214, + 0.08605760335922241, + 0.04532594233751297, + 0.21086014807224274, + 0.05098242685198784, + 0.12269002199172974, + 0.09338658303022385, + 0.05594494938850403 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0017144280718639493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a static, eye-level medium shot captures a tense interview inside a modern cable car gliding silently through the night. A man in his 30s, with sleek black hair and a sharp jawline, wears a perfectly tailored charcoal gray suit, a crisp white shirt, and a tightly knotted tie. He leans forward slightly, his expression deadly serious as he speaks. Opposite him, a woman with dark hair pulled back in a serious yet elegant bun wears a refined navy silk blouse. She holds a small, stylish digital recorder on the table between them, her gaze firm and analytical. The interior of the car is minimalist, with polished chrome and large panoramic windows. Outside, the sprawling metropolis displays a stunning yet distant tapestry of blurred, bokeh-effect lights—vibrant streaks of neon red, electric blue, and warm gold emanating from distant skyscrapers and traffic. These passing city lights serve as the primary illumination, rhythmically sweeping across their faces, casting fleeting dramatic shadows that accentuate the sharp contours of their features and heighten the palpable tension. This enclosed, isolated space, suspended high above the bustling world, combined with the dynamic, high-contrast lighting and serious expressions, creates an atmosphere steeped in suspense and the weight of high-stakes revelations.", + "seed": 33330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_2798_seed_33330_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08037191336043178, + "vlm_logprob": -0.08037191336043178, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.08037191336043178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35338619351387024 + ], + "opposite_logprob_tokens": [ + -1.2283861637115479 + ], + "logprob_reward": -0.35338619351387024, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35338619351387024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48784518241882324, + 0.04214363172650337, + 0.08860503137111664, + 0.06523890048265457, + 0.041878920048475266, + 0.052073199301958084, + 0.04450872540473938, + 0.03159935027360916, + 0.09344542026519775, + 0.05266159027814865 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.35338619351387024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009810092858970165 + ], + "opposite_logprob_tokens": [ + -4.634809970855713 + ], + "logprob_reward": -0.009810092858970165, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009810092858970165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9039041996002197, + 0.01363103836774826, + 0.016362085938453674, + 0.017433036118745804, + 0.013909483328461647, + 0.008151018992066383, + 0.004296379163861275, + 0.004745578393340111, + 0.007569514214992523, + 0.009997629560530186 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.009810092858970165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8709738254547119, + 0.016023971140384674, + 0.023757414892315865, + 0.01428094133734703, + 0.02171272784471512, + 0.01909259520471096, + 0.009263517335057259, + 0.007615961134433746, + 0.008959924802184105, + 0.008319077081978321 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.005254032090306282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792074114084244 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029792074114084244, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792074114084244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7860087156295776, + 0.012457388453185558, + 0.034126780927181244, + 0.03788825497031212, + 0.04551908001303673, + 0.019060246646404266, + 0.028252867981791496, + 0.00808869581669569, + 0.02205733209848404, + 0.006540651433169842 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.029792074114084244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17915840446949005, + 0.07659044116735458, + 0.08983387053012848, + 0.11410365998744965, + 0.07801808416843414, + 0.1128951832652092, + 0.08963360637426376, + 0.056031204760074615, + 0.15722614526748657, + 0.04650936648249626 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0036171742249280214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of photorealistic CGI cinematic realism, a static, eye-level medium shot captures a tense interview inside a modern cable car gliding silently through the night. A man in his 30s, with sleek black hair and a sharp jawline, wears a perfectly tailored charcoal gray suit, a crisp white shirt, and a tightly knotted tie. He leans forward slightly, his expression deadly serious as he speaks. Opposite him, a woman with dark hair pulled back in a serious yet elegant bun wears a refined navy silk blouse. She holds a small, stylish digital recorder on the table between them, her gaze firm and analytical. The interior of the car is minimalist, with polished chrome and large panoramic windows. Outside, the sprawling metropolis displays a stunning yet distant tapestry of blurred, bokeh-effect lights—vibrant streaks of neon red, electric blue, and warm gold emanating from distant skyscrapers and traffic. These passing city lights serve as the primary illumination, rhythmically sweeping across their faces, casting fleeting dramatic shadows that accentuate the sharp contours of their features and heighten the palpable tension. This enclosed, isolated space, suspended high above the bustling world, combined with the dynamic, high-contrast lighting and serious expressions, creates an atmosphere steeped in suspense and the weight of high-stakes revelations.", + "seed": 33331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_4/index_2798_seed_33331_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0803070666268468, + "vlm_logprob": -0.0803070666268468, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0803070666268468, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2896026074886322 + ], + "opposite_logprob_tokens": [ + -1.4146026372909546 + ], + "logprob_reward": -0.2896026074886322, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2896026074886322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13284090161323547, + 0.073360376060009, + 0.05849745124578476, + 0.12156381458044052, + 0.03651140630245209, + 0.3408891260623932, + 0.049431074410676956, + 0.016590328887104988, + 0.10368924587965012, + 0.06662626564502716 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.2896026074886322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609441079199314 + ], + "opposite_logprob_tokens": [ + -4.141094207763672 + ], + "logprob_reward": -0.01609441079199314, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609441079199314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14161276817321777, + 0.06400644034147263, + 0.06369110941886902, + 0.046085018664598465, + 0.07076970487833023, + 0.11637266725301743, + 0.025974037125706673, + 0.01823156699538231, + 0.418758749961853, + 0.0344979502260685 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.01609441079199314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0945311188697815, + 0.0677855834364891, + 0.3803682029247284, + 0.1056501492857933, + 0.0864519253373146, + 0.08297454565763474, + 0.025199592113494873, + 0.014387884177267551, + 0.1159643903374672, + 0.026686569675803185 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.0031943507492542267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902572095394135 + ], + "opposite_logprob_tokens": [ + -2.4640257358551025 + ], + "logprob_reward": -0.08902572095394135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902572095394135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22548778355121613, + 0.1017756387591362, + 0.08232837915420532, + 0.1698751300573349, + 0.07618823647499084, + 0.06674401462078094, + 0.05026737228035927, + 0.0229556392878294, + 0.15262791514396667, + 0.05174988508224487 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08902572095394135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a modern cable car gliding through the night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man in his 30s wearing a charcoal gray suit, white shirt, and tie visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with dark hair in a bun wearing a navy silk blouse visible opposite the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a small digital recorder placed on the table between the two characters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the primary light sources blurred bokeh city lights (neon red, electric blue, warm gold) outside the windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27136537432670593, + 0.06916676461696625, + 0.051679566502571106, + 0.028883762657642365, + 0.03818552941083908, + 0.2496500462293625, + 0.03617348149418831, + 0.01712736301124096, + 0.1887877881526947, + 0.04898031800985336 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0036182431504130363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_tensor([9971, 9971])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_tensor([9971, 9971])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9e5a796786256883afa3c748805c3e53d7e1fd58 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_tensor([9971, 9971])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed in high-frame-rate slow motion, focuses on a bright living room, drenched in the golden afternoon sun. A young woman with long, flowing brown hair and a pure, contented smile graces her face. She wears a loose-fitting off-white knit sweater and light-colored jeans, standing barefoot on the warm wooden floor. She carefully tilts a matte black metal watering can with a long spout, and a stream of clear water slowly pours into a terracotta pot housing a vibrant indoor plant. The slow motion magnifies the moment the water hits the soil: countless crystal-clear droplets gracefully bounce and splash from the moist earth and large green leaves, each drop refracting a fleeting, brilliant rainbow of light as it passes through the airborne dust. Warm light filters through the window, casting soft shadows on the floor, creating a tranquil, comforting, and comforting atmosphere throughout the vlog.", + "seed": 13357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_9971_seed_13357_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0735587952658534, + "vlm_logprob": -0.0735587952658534, + "vlm_yes_no_margin": 3.2749999523162843, + "vlm_token_credit": -0.0735587952658534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22960257530212402 + ], + "opposite_logprob_tokens": [ + -1.604602575302124 + ], + "logprob_reward": -0.22960257530212402, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22960257530212402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769932746887207, + 0.1507374346256256, + 0.09777103364467621, + 0.07898921519517899, + 0.08485191315412521, + 0.04998483136296272, + 0.04001940041780472, + 0.029731597751379013, + 0.13607025146484375, + 0.0548509918153286 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.22960257530212402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007646576501429081 + ], + "opposite_logprob_tokens": [ + -4.882646560668945 + ], + "logprob_reward": -0.007646576501429081, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007646576501429081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17492066323757172, + 0.15767031908035278, + 0.1136123314499855, + 0.10247652232646942, + 0.05659165605902672, + 0.0780736580491066, + 0.0639667809009552, + 0.08784247189760208, + 0.10711652785539627, + 0.05772903189063072 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007646576501429081 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1237306147813797, + 0.19205884635448456, + 0.14479368925094604, + 0.07180526852607727, + 0.17503519356250763, + 0.11975014209747314, + 0.04611645266413689, + 0.03120732307434082, + 0.059344299137592316, + 0.036158185452222824 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906661719083786 + ], + "opposite_logprob_tokens": [ + -2.464066505432129 + ], + "logprob_reward": -0.08906661719083786, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906661719083786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11573915183544159, + 0.09786072373390198, + 0.07455740123987198, + 0.13712111115455627, + 0.09497812390327454, + 0.07249162346124649, + 0.18906408548355103, + 0.13421376049518585, + 0.04918821528553963, + 0.03478582948446274 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.08906661719083786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15693743526935577, + 0.062426671385765076, + 0.10095798969268799, + 0.10847438871860504, + 0.0891217440366745, + 0.07634781301021576, + 0.1336979866027832, + 0.11711888015270233, + 0.09148115664720535, + 0.06343595683574677 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.023284347727894783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in high-frame-rate slow motion, focuses on a bright living room, drenched in the golden afternoon sun. A young woman with long, flowing brown hair and a pure, contented smile graces her face. She wears a loose-fitting off-white knit sweater and light-colored jeans, standing barefoot on the warm wooden floor. She carefully tilts a matte black metal watering can with a long spout, and a stream of clear water slowly pours into a terracotta pot housing a vibrant indoor plant. The slow motion magnifies the moment the water hits the soil: countless crystal-clear droplets gracefully bounce and splash from the moist earth and large green leaves, each drop refracting a fleeting, brilliant rainbow of light as it passes through the airborne dust. Warm light filters through the window, casting soft shadows on the floor, creating a tranquil, comforting, and comforting atmosphere throughout the vlog.", + "seed": 13358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_9971_seed_13358_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06723398379981518, + "vlm_logprob": -0.06723398379981518, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.06723398379981518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11529955267906189 + ], + "opposite_logprob_tokens": [ + -2.2402994632720947 + ], + "logprob_reward": -0.11529955267906189, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11529955267906189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3022371530532837, + 0.07498911768198013, + 0.0456346794962883, + 0.11926215142011642, + 0.042591992765665054, + 0.04451034218072891, + 0.052014097571372986, + 0.07914017140865326, + 0.08704729378223419, + 0.15257304906845093 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.11529955267906189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556072324514389 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556072324514389, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556072324514389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16238123178482056, + 0.5672683119773865, + 0.03908415883779526, + 0.022703466936945915, + 0.027758436277508736, + 0.026265982538461685, + 0.027372470125555992, + 0.030602816492319107, + 0.07594762742519379, + 0.020615482702851295 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.012556072324514389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201764017343521 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201764017343521, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201764017343521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06175099313259125, + 0.2862161099910736, + 0.06594385951757431, + 0.11484066396951675, + 0.03397941216826439, + 0.04051901400089264, + 0.09254050999879837, + 0.1672373265028, + 0.08522533625364304, + 0.05174677073955536 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.014201764017343521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991922795772552 + ], + "opposite_logprob_tokens": [ + -1.8049192428588867 + ], + "logprob_reward": -0.17991922795772552, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991922795772552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08753477036952972, + 0.07927550375461578, + 0.042191777378320694, + 0.42589884996414185, + 0.025107329711318016, + 0.038249075412750244, + 0.11224626004695892, + 0.04557620361447334, + 0.10818015784025192, + 0.03574012964963913 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.17991922795772552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193302020430565 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193302020430565, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193302020430565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08355161547660828, + 0.18872898817062378, + 0.08071420341730118, + 0.15704573690891266, + 0.027520304545760155, + 0.035950079560279846, + 0.08346658945083618, + 0.1993459165096283, + 0.07712556421756744, + 0.06655095517635345 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.014193302020430565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in high-frame-rate slow motion, focuses on a bright living room, drenched in the golden afternoon sun. A young woman with long, flowing brown hair and a pure, contented smile graces her face. She wears a loose-fitting off-white knit sweater and light-colored jeans, standing barefoot on the warm wooden floor. She carefully tilts a matte black metal watering can with a long spout, and a stream of clear water slowly pours into a terracotta pot housing a vibrant indoor plant. The slow motion magnifies the moment the water hits the soil: countless crystal-clear droplets gracefully bounce and splash from the moist earth and large green leaves, each drop refracting a fleeting, brilliant rainbow of light as it passes through the airborne dust. Warm light filters through the window, casting soft shadows on the floor, creating a tranquil, comforting, and comforting atmosphere throughout the vlog.", + "seed": 13359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_9971_seed_13359_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02317502684891224, + "vlm_logprob": -0.02317502684891224, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02317502684891224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03900137543678284 + ], + "opposite_logprob_tokens": [ + -3.28900146484375 + ], + "logprob_reward": -0.03900137543678284, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03900137543678284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3901245892047882, + 0.03608733043074608, + 0.047405242919921875, + 0.024626554921269417, + 0.09519260376691818, + 0.05647798255085945, + 0.05430062115192413, + 0.05388224869966507, + 0.02182777412235737, + 0.22007499635219574 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.03900137543678284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101080819964409 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101080819964409, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101080819964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32198366522789, + 0.06998203694820404, + 0.12323404103517532, + 0.057499270886182785, + 0.12258486449718475, + 0.06949812918901443, + 0.08540534973144531, + 0.04475521296262741, + 0.04359617084264755, + 0.06146124377846718 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004101080819964409 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03964321315288544, + 0.02078026346862316, + 0.04912688210606575, + 0.04621695354580879, + 0.0653151199221611, + 0.08605644106864929, + 0.14646880328655243, + 0.06357017904520035, + 0.03115008771419525, + 0.4516720473766327 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496467649936676 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496467649936676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496467649936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06907854974269867, + 0.03530895337462425, + 0.04623173922300339, + 0.03310688957571983, + 0.07944954931735992, + 0.06363490968942642, + 0.099761962890625, + 0.07303972542285919, + 0.05650148168206215, + 0.4438861906528473 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.05496467649936676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067431420087814 + ], + "opposite_logprob_tokens": [ + -4.5110673904418945 + ], + "logprob_reward": -0.011067431420087814, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067431420087814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22748543322086334, + 0.10810541361570358, + 0.109039805829525, + 0.0595342218875885, + 0.07253140956163406, + 0.07332111895084381, + 0.08040095865726471, + 0.1418507844209671, + 0.06680693477392197, + 0.06092387065291405 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.011067431420087814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed in high-frame-rate slow motion, focuses on a bright living room, drenched in the golden afternoon sun. A young woman with long, flowing brown hair and a pure, contented smile graces her face. She wears a loose-fitting off-white knit sweater and light-colored jeans, standing barefoot on the warm wooden floor. She carefully tilts a matte black metal watering can with a long spout, and a stream of clear water slowly pours into a terracotta pot housing a vibrant indoor plant. The slow motion magnifies the moment the water hits the soil: countless crystal-clear droplets gracefully bounce and splash from the moist earth and large green leaves, each drop refracting a fleeting, brilliant rainbow of light as it passes through the airborne dust. Warm light filters through the window, casting soft shadows on the floor, creating a tranquil, comforting, and comforting atmosphere throughout the vlog.", + "seed": 13360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_5/index_9971_seed_13360_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08076815903186799, + "vlm_logprob": -0.08076815903186799, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.08076815903186799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05263838544487953 + ], + "opposite_logprob_tokens": [ + -3.052638292312622 + ], + "logprob_reward": -0.05263838544487953, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05263838544487953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0956629291176796, + 0.025263803079724312, + 0.014680087566375732, + 0.027674812823534012, + 0.015423455275595188, + 0.03184017539024353, + 0.05384763330221176, + 0.047332316637039185, + 0.09106654673814774, + 0.5972082614898682 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.05263838544487953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596321672201157 + ], + "opposite_logprob_tokens": [ + -3.8955962657928467 + ], + "logprob_reward": -0.020596321672201157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596321672201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16840294003486633, + 0.02616526186466217, + 0.025014111772179604, + 0.022850574925541878, + 0.037049632519483566, + 0.012684158980846405, + 0.02434253878891468, + 0.03702280670404434, + 0.05902840942144394, + 0.5874395966529846 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.020596321672201157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981521561741829 + ], + "opposite_logprob_tokens": [ + -3.529815196990967 + ], + "logprob_reward": -0.02981521561741829, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981521561741829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07096239179372787, + 0.034868888556957245, + 0.019287025555968285, + 0.053279995918273926, + 0.04993283748626709, + 0.02290540747344494, + 0.047758445143699646, + 0.05010482296347618, + 0.06157528981566429, + 0.589324951171875 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02981521561741829 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521447241306305 + ], + "opposite_logprob_tokens": [ + -1.502144694328308 + ], + "logprob_reward": -0.2521447241306305, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521447241306305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04344562441110611, + 0.016995154321193695, + 0.010637792758643627, + 0.01695123128592968, + 0.018380101770162582, + 0.027816537767648697, + 0.04646160081028938, + 0.014936513267457485, + 0.04801002889871597, + 0.7563653588294983 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.2521447241306305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a bright living room drenched in golden afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young woman with long flowing brown hair wearing an off-white knit sweater and light-colored jeans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman tilting a matte black metal watering can to pour water into a terracotta pot with a vibrant indoor plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crystal-clear water droplets visible bouncing and splashing from the soil and leaves, refracting light into rainbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in high-frame-rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646148294210434 + ], + "opposite_logprob_tokens": [ + -3.0486462116241455 + ], + "logprob_reward": -0.048646148294210434, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646148294210434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07355040311813354, + 0.018829524517059326, + 0.013849565759301186, + 0.03198203444480896, + 0.02347506582736969, + 0.03161769360303879, + 0.026191718876361847, + 0.027042223140597343, + 0.08562566339969635, + 0.66783607006073 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.048646148294210434 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_tensor([6507, 6507])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_tensor([6507, 6507])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3095eee111259c0ef7fb07678d7e719f76df74fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_tensor([6507, 6507])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-wide shot captures a vast, smooth concrete plaza at golden hour, the scene dominated by the dramatic backlight of a low-hanging sun. This intense, warm light casts the two central figures into near-silhouettes, their forms outlined by a brilliant golden rim light while extending their slender, dark shadows into the foreground, toward the camera. One figure, wearing a loose-fitting hoodie and baggy jeans, stands firmly on the concrete. They lean forward and gently place a hand on the lower back of the second figure, a teenager tentatively balancing on a brightly colored skateboard. The push is steady and deliberate, a brief, supportive contact that initiates the movement. As the skateboard begins to roll, the camera begins a smooth, flowing shot to the right, following the teenagers as they glide away. Their bodies are initially tense with concentration, but as they find their balance, they visibly relax, their arms slightly extended, moving effortlessly across the sun-warmed ground. The scene is imbued with a tranquil and nostalgic atmosphere, capturing both a quiet, cinematic moment of instruction and the liberating feeling of gliding into the sunset.", + "seed": 10106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_6507_seed_10106_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035898565454408525, + "vlm_logprob": -0.035898565454408525, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.035898565454408525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00442679924890399 + ], + "opposite_logprob_tokens": [ + -6.254426956176758 + ], + "logprob_reward": -0.00442679924890399, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00442679924890399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12768970429897308, + 0.20664101839065552, + 0.03806711360812187, + 0.11326932162046432, + 0.2060897797346115, + 0.041550569236278534, + 0.04784838855266571, + 0.04621342197060585, + 0.08242016285657883, + 0.09021049737930298 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.00442679924890399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028306676540523767 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.0028306676540523767, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028306676540523767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16997109353542328, + 0.21848013997077942, + 0.12464819103479385, + 0.06768159568309784, + 0.0766821876168251, + 0.07859814912080765, + 0.06396262347698212, + 0.0717436820268631, + 0.03768575191497803, + 0.0905466303229332 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0028306676540523767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865318909287453 + ], + "opposite_logprob_tokens": [ + -3.0486531257629395 + ], + "logprob_reward": -0.04865318909287453, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865318909287453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11430487036705017, + 0.17398956418037415, + 0.22920484840869904, + 0.09050456434488297, + 0.08729287981987, + 0.05300650745630264, + 0.04811767116189003, + 0.07126553356647491, + 0.05268104001879692, + 0.07963252812623978 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04865318909287453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327864058315754 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327864058315754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327864058315754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1639445275068283, + 0.10927445441484451, + 0.11254553496837616, + 0.1798904836177826, + 0.13716310262680054, + 0.03887249901890755, + 0.05930892378091812, + 0.042472418397665024, + 0.06097627803683281, + 0.09555181860923767 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.02327864058315754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003035306930542 + ], + "opposite_logprob_tokens": [ + -2.3503036499023438 + ], + "logprob_reward": -0.1003035306930542, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003035306930542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09051905572414398, + 0.05126938596367836, + 0.22684350609779358, + 0.04188127443194389, + 0.2454422563314438, + 0.06587959825992584, + 0.034081365913152695, + 0.07062634080648422, + 0.06844990700483322, + 0.10500724613666534 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.1003035306930542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-wide shot captures a vast, smooth concrete plaza at golden hour, the scene dominated by the dramatic backlight of a low-hanging sun. This intense, warm light casts the two central figures into near-silhouettes, their forms outlined by a brilliant golden rim light while extending their slender, dark shadows into the foreground, toward the camera. One figure, wearing a loose-fitting hoodie and baggy jeans, stands firmly on the concrete. They lean forward and gently place a hand on the lower back of the second figure, a teenager tentatively balancing on a brightly colored skateboard. The push is steady and deliberate, a brief, supportive contact that initiates the movement. As the skateboard begins to roll, the camera begins a smooth, flowing shot to the right, following the teenagers as they glide away. Their bodies are initially tense with concentration, but as they find their balance, they visibly relax, their arms slightly extended, moving effortlessly across the sun-warmed ground. The scene is imbued with a tranquil and nostalgic atmosphere, capturing both a quiet, cinematic moment of instruction and the liberating feeling of gliding into the sunset.", + "seed": 10107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_6507_seed_10107_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028730520978569984, + "vlm_logprob": -0.028730520978569984, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.028730520978569984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004529810510575771 + ], + "opposite_logprob_tokens": [ + -5.75452995300293 + ], + "logprob_reward": -0.004529810510575771, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004529810510575771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04840942099690437, + 0.05114683881402016, + 0.018702926114201546, + 0.02642682008445263, + 0.755453884601593, + 0.01916164718568325, + 0.013535411097109318, + 0.010709238238632679, + 0.048441577702760696, + 0.008012201637029648 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.004529810510575771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022096047177910805 + ], + "opposite_logprob_tokens": [ + -6.127209663391113 + ], + "logprob_reward": -0.0022096047177910805, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022096047177910805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25982144474983215, + 0.04903733730316162, + 0.07550187408924103, + 0.024019496515393257, + 0.41555386781692505, + 0.0441858284175396, + 0.028055688366293907, + 0.017561784014105797, + 0.053105223923921585, + 0.033157482743263245 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0022096047177910805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.392688512802124, + 0.031119661405682564, + 0.05193375423550606, + 0.08477930724620819, + 0.31633785367012024, + 0.033162206411361694, + 0.013755875639617443, + 0.013756690546870232, + 0.04048849269747734, + 0.021977605298161507 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03370075300335884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191186055541039 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191186055541039, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191186055541039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08435740321874619, + 0.02732628583908081, + 0.043225858360528946, + 0.023745378479361534, + 0.6705148816108704, + 0.06299067288637161, + 0.022609783336520195, + 0.01719781383872032, + 0.023414304479956627, + 0.024617569521069527 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.014191186055541039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902125060558319 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902125060558319, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902125060558319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2949121594429016, + 0.07329092919826508, + 0.09793411940336227, + 0.024256451055407524, + 0.3535311818122864, + 0.03094632737338543, + 0.021972067654132843, + 0.04577069357037544, + 0.032261576503515244, + 0.025124534964561462 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.08902125060558319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-wide shot captures a vast, smooth concrete plaza at golden hour, the scene dominated by the dramatic backlight of a low-hanging sun. This intense, warm light casts the two central figures into near-silhouettes, their forms outlined by a brilliant golden rim light while extending their slender, dark shadows into the foreground, toward the camera. One figure, wearing a loose-fitting hoodie and baggy jeans, stands firmly on the concrete. They lean forward and gently place a hand on the lower back of the second figure, a teenager tentatively balancing on a brightly colored skateboard. The push is steady and deliberate, a brief, supportive contact that initiates the movement. As the skateboard begins to roll, the camera begins a smooth, flowing shot to the right, following the teenagers as they glide away. Their bodies are initially tense with concentration, but as they find their balance, they visibly relax, their arms slightly extended, moving effortlessly across the sun-warmed ground. The scene is imbued with a tranquil and nostalgic atmosphere, capturing both a quiet, cinematic moment of instruction and the liberating feeling of gliding into the sunset.", + "seed": 10108, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_6507_seed_10108_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03086585975252092, + "vlm_logprob": -0.03086585975252092, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.03086585975252092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004810308571904898 + ], + "opposite_logprob_tokens": [ + -5.504810333251953 + ], + "logprob_reward": -0.004810308571904898, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004810308571904898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1938614845275879, + 0.06497759371995926, + 0.08989060670137405, + 0.05248476564884186, + 0.11063235253095627, + 0.02913842350244522, + 0.07163770496845245, + 0.08282814174890518, + 0.07823321223258972, + 0.22631575167179108 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004810308571904898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498721005395055 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.002498721005395055, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498721005395055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1491468995809555, + 0.1001870259642601, + 0.1910519301891327, + 0.14692209661006927, + 0.11319036781787872, + 0.045897264033555984, + 0.05100490525364876, + 0.06322337687015533, + 0.07614104449748993, + 0.06323511153459549 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.002498721005395055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809305280447006 + ], + "opposite_logprob_tokens": [ + -3.288093090057373 + ], + "logprob_reward": -0.03809305280447006, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809305280447006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09996714442968369, + 0.19040144979953766, + 0.1726354956626892, + 0.144162118434906, + 0.09271006286144257, + 0.05048171803355217, + 0.06426944583654404, + 0.07903527468442917, + 0.058196354657411575, + 0.048140864819288254 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.03809305280447006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863177701830864 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.00863177701830864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863177701830864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14740867912769318, + 0.06707228720188141, + 0.09952772408723831, + 0.0943935364484787, + 0.06975209712982178, + 0.048999443650245667, + 0.10899617522954941, + 0.17060105502605438, + 0.12780696153640747, + 0.06544206291437149 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.00863177701830864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029543936252594 + ], + "opposite_logprob_tokens": [ + -2.3502955436706543 + ], + "logprob_reward": -0.10029543936252594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029543936252594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16724011301994324, + 0.06646689027547836, + 0.1753208190202713, + 0.13424751162528992, + 0.05262729153037071, + 0.07993888854980469, + 0.06425078213214874, + 0.09285736083984375, + 0.07388214021921158, + 0.09316814690828323 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.10029543936252594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-wide shot captures a vast, smooth concrete plaza at golden hour, the scene dominated by the dramatic backlight of a low-hanging sun. This intense, warm light casts the two central figures into near-silhouettes, their forms outlined by a brilliant golden rim light while extending their slender, dark shadows into the foreground, toward the camera. One figure, wearing a loose-fitting hoodie and baggy jeans, stands firmly on the concrete. They lean forward and gently place a hand on the lower back of the second figure, a teenager tentatively balancing on a brightly colored skateboard. The push is steady and deliberate, a brief, supportive contact that initiates the movement. As the skateboard begins to roll, the camera begins a smooth, flowing shot to the right, following the teenagers as they glide away. Their bodies are initially tense with concentration, but as they find their balance, they visibly relax, their arms slightly extended, moving effortlessly across the sun-warmed ground. The scene is imbued with a tranquil and nostalgic atmosphere, capturing both a quiet, cinematic moment of instruction and the liberating feeling of gliding into the sunset.", + "seed": 10109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_6/index_6507_seed_10109_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02180458656512201, + "vlm_logprob": -0.02180458656512201, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02180458656512201, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002857770072296262 + ], + "opposite_logprob_tokens": [ + -6.252857685089111 + ], + "logprob_reward": -0.002857770072296262, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.002857770072296262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08479224145412445, + 0.06325863301753998, + 0.057536568492650986, + 0.04761473461985588, + 0.07136127352714539, + 0.10170921683311462, + 0.20651553571224213, + 0.21666738390922546, + 0.07845986634492874, + 0.07208449393510818 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.002857770072296262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017218063585460186 + ], + "opposite_logprob_tokens": [ + -6.3767218589782715 + ], + "logprob_reward": -0.0017218063585460186, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017218063585460186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10260450839996338, + 0.06501908600330353, + 0.14031483232975006, + 0.08162813633680344, + 0.06273293495178223, + 0.07399370521306992, + 0.07634732872247696, + 0.19332830607891083, + 0.08025183528661728, + 0.12377936393022537 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.0017218063585460186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345962658524513 + ], + "opposite_logprob_tokens": [ + -3.65134596824646 + ], + "logprob_reward": -0.026345962658524513, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345962658524513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13796287775039673, + 0.15482257306575775, + 0.20669810473918915, + 0.09269307553768158, + 0.06179512292146683, + 0.06564930081367493, + 0.09691893309354782, + 0.06181908771395683, + 0.04566548019647598, + 0.07597542554140091 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.026345962658524513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061095520853996 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.016061095520853996, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061095520853996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1310683637857437, + 0.042617712169885635, + 0.10126958787441254, + 0.07071149349212646, + 0.04096977040171623, + 0.06165764853358269, + 0.1808309704065323, + 0.08032713085412979, + 0.2077520787715912, + 0.08279523253440857 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.016061095520853996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, smooth concrete plaza with a low-hanging sun creating dramatic backlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two central figures visible as near-silhouettes with brilliant golden rim light and dark shadows extending toward the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one figure wear a loose-fitting hoodie and baggy jeans while placing a hand on the lower back of a second figure on a brightly colored skateboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, flowing shot to the right following the figures as they glide away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the figures transition from tense concentration to visibly relaxed postures with arms slightly extended as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203629821538925 + ], + "opposite_logprob_tokens": [ + -2.8120362758636475 + ], + "logprob_reward": -0.06203629821538925, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203629821538925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09386785328388214, + 0.08068083226680756, + 0.10777916759252548, + 0.048086978495121, + 0.0506368950009346, + 0.07772544026374817, + 0.06731140613555908, + 0.20381920039653778, + 0.12294043600559235, + 0.14715182781219482 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.06203629821538925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_tensor([1900, 1900])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_tensor([1900, 1900])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ca099684fdcc33e1461caf5a15536776680748e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_tensor([1900, 1900])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "rapid, close-up shot, shot from a horizontal angle, rendered in high-contrast black and white. Within a profound, boundless digital void of pure black, two vast streams of data clash fiercely. One is a swirling fluid composed of countless zeros emitting a brilliant, steady white glow, moving in a flexible, swirling motion; the other is an aggressive torrent of countless angular ones flashing with unstable arcs of light, its trajectory filled with sharp angles and explosive force. They collide and entwine with astonishing speed. As they violently collide, the clusters of ones, like razor-sharp fragments, fiercely pierce and tear through the fluid structure of the zeros, causing them to disintegrate into smaller points of light at the point of contact, which are then rapidly devoured and assimilated by the torrent of ones. As the camera advances at a dizzying speed, we are pulled straight into the most chaotic core of this digital storm. We can clearly see individual \"0\"s and \"1\"s annihilating and transforming each other on a microscopic scale. Each collision bursts into dazzling digital flashes and energy ripples. The entire scene is filled with tension, chaos and the primitive aesthetics of digital violence, creating an abstract and visually impactful atmosphere.", + "seed": 19828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_1900_seed_19828_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.061361121386289595, + "vlm_logprob": -0.061361121386289595, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.061361121386289595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008741918951272964 + ], + "opposite_logprob_tokens": [ + -5.383741855621338 + ], + "logprob_reward": -0.008741918951272964, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.008741918951272964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976025342941284, + 0.07375730574131012, + 0.0702483057975769, + 0.030144864693284035, + 0.07098669558763504, + 0.08397089689970016, + 0.07717078924179077, + 0.02846224419772625, + 0.05225500836968422, + 0.21540133655071259 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.008741918951272964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814033046364784 + ], + "opposite_logprob_tokens": [ + -3.288140296936035 + ], + "logprob_reward": -0.03814033046364784, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814033046364784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2196449637413025, + 0.1074763759970665, + 0.15720976889133453, + 0.07595870643854141, + 0.09248802065849304, + 0.062255825847387314, + 0.06159930303692818, + 0.04318249970674515, + 0.0480535514652729, + 0.132130965590477 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03814033046364784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812002018094063 + ], + "opposite_logprob_tokens": [ + -3.2881200313568115 + ], + "logprob_reward": -0.03812002018094063, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812002018094063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36960557103157043, + 0.10411524027585983, + 0.0864611566066742, + 0.08767639845609665, + 0.06284096837043762, + 0.05911828950047493, + 0.034652404487133026, + 0.04792606830596924, + 0.09739292412996292, + 0.05021098628640175 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03812002018094063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897941768169403 + ], + "opposite_logprob_tokens": [ + -2.5789794921875 + ], + "logprob_reward": -0.07897941768169403, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897941768169403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09931406378746033, + 0.11049459874629974, + 0.10114968568086624, + 0.06473185122013092, + 0.32494792342185974, + 0.03627976030111313, + 0.06198277696967125, + 0.033742308616638184, + 0.135653555393219, + 0.03170352056622505 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.07897941768169403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282391965389252 + ], + "opposite_logprob_tokens": [ + -2.0178239345550537 + ], + "logprob_reward": -0.14282391965389252, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282391965389252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24747459590435028, + 0.08207390457391739, + 0.08720479160547256, + 0.09315166622400284, + 0.2002166509628296, + 0.04870642349123955, + 0.034559931606054306, + 0.05701339989900589, + 0.11302024126052856, + 0.03657839447259903 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.14282391965389252 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, close-up shot, shot from a horizontal angle, rendered in high-contrast black and white. Within a profound, boundless digital void of pure black, two vast streams of data clash fiercely. One is a swirling fluid composed of countless zeros emitting a brilliant, steady white glow, moving in a flexible, swirling motion; the other is an aggressive torrent of countless angular ones flashing with unstable arcs of light, its trajectory filled with sharp angles and explosive force. They collide and entwine with astonishing speed. As they violently collide, the clusters of ones, like razor-sharp fragments, fiercely pierce and tear through the fluid structure of the zeros, causing them to disintegrate into smaller points of light at the point of contact, which are then rapidly devoured and assimilated by the torrent of ones. As the camera advances at a dizzying speed, we are pulled straight into the most chaotic core of this digital storm. We can clearly see individual \"0\"s and \"1\"s annihilating and transforming each other on a microscopic scale. Each collision bursts into dazzling digital flashes and energy ripples. The entire scene is filled with tension, chaos and the primitive aesthetics of digital violence, creating an abstract and visually impactful atmosphere.", + "seed": 19829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_1900_seed_19829_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09234911967068911, + "vlm_logprob": -0.09234911967068911, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.09234911967068911, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010459250770509243 + ], + "opposite_logprob_tokens": [ + -4.8854594230651855 + ], + "logprob_reward": -0.010459250770509243, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010459250770509243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1363135576248169, + 0.0968005508184433, + 0.07746422290802002, + 0.0969485342502594, + 0.03601914644241333, + 0.22655130922794342, + 0.03495144844055176, + 0.10660089552402496, + 0.06051379442214966, + 0.12783651053905487 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.010459250770509243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182164516299963 + ], + "opposite_logprob_tokens": [ + -4.018216609954834 + ], + "logprob_reward": -0.0182164516299963, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0182164516299963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12099195271730423, + 0.08343811333179474, + 0.13475076854228973, + 0.10250972956418991, + 0.10312095284461975, + 0.08522145450115204, + 0.08068195730447769, + 0.07714787125587463, + 0.02914120815694332, + 0.18299593031406403 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0182164516299963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038119446486234665 + ], + "opposite_logprob_tokens": [ + -3.2881195545196533 + ], + "logprob_reward": -0.038119446486234665, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038119446486234665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10307958722114563, + 0.05863221734762192, + 0.14701321721076965, + 0.06263870745897293, + 0.02245950512588024, + 0.33088377118110657, + 0.06673707067966461, + 0.037941671907901764, + 0.05641203001141548, + 0.11420223116874695 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.038119446486234665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428101658821106 + ], + "opposite_logprob_tokens": [ + -2.017810106277466 + ], + "logprob_reward": -0.1428101658821106, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428101658821106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06434040516614914, + 0.03250501677393913, + 0.06168108060956001, + 0.2552848756313324, + 0.033108264207839966, + 0.3150920271873474, + 0.02405131421983242, + 0.03207515925168991, + 0.05541861057281494, + 0.12644322216510773 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.1428101658821106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521402835845947 + ], + "opposite_logprob_tokens": [ + -1.5021402835845947 + ], + "logprob_reward": -0.2521402835845947, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521402835845947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1428823322057724, + 0.07144884765148163, + 0.08598407357931137, + 0.1919344812631607, + 0.03831440955400467, + 0.17847199738025665, + 0.06769108027219772, + 0.059324488043785095, + 0.0739254504442215, + 0.09002286940813065 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.2521402835845947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, close-up shot, shot from a horizontal angle, rendered in high-contrast black and white. Within a profound, boundless digital void of pure black, two vast streams of data clash fiercely. One is a swirling fluid composed of countless zeros emitting a brilliant, steady white glow, moving in a flexible, swirling motion; the other is an aggressive torrent of countless angular ones flashing with unstable arcs of light, its trajectory filled with sharp angles and explosive force. They collide and entwine with astonishing speed. As they violently collide, the clusters of ones, like razor-sharp fragments, fiercely pierce and tear through the fluid structure of the zeros, causing them to disintegrate into smaller points of light at the point of contact, which are then rapidly devoured and assimilated by the torrent of ones. As the camera advances at a dizzying speed, we are pulled straight into the most chaotic core of this digital storm. We can clearly see individual \"0\"s and \"1\"s annihilating and transforming each other on a microscopic scale. Each collision bursts into dazzling digital flashes and energy ripples. The entire scene is filled with tension, chaos and the primitive aesthetics of digital violence, creating an abstract and visually impactful atmosphere.", + "seed": 19830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_1900_seed_19830_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1048952391371131, + "vlm_logprob": -0.1048952391371131, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1048952391371131, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00894917082041502 + ], + "opposite_logprob_tokens": [ + -5.008949279785156 + ], + "logprob_reward": -0.00894917082041502, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00894917082041502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12823620438575745, + 0.11766991019248962, + 0.05307551473379135, + 0.2650929093360901, + 0.08370192348957062, + 0.040331821888685226, + 0.07665881514549255, + 0.14712539315223694, + 0.03360826522111893, + 0.054499294608831406 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.00894917082041502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055009134113788605 + ], + "opposite_logprob_tokens": [ + -2.930009126663208 + ], + "logprob_reward": -0.055009134113788605, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055009134113788605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060135260224342346, + 0.3671014904975891, + 0.06447578966617584, + 0.029851753264665604, + 0.04042653739452362, + 0.04161358252167702, + 0.07662969827651978, + 0.05941639095544815, + 0.03928058594465256, + 0.22106891870498657 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.055009134113788605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901599258184433 + ], + "opposite_logprob_tokens": [ + -2.5790159702301025 + ], + "logprob_reward": -0.07901599258184433, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901599258184433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14188385009765625, + 0.0670551285147667, + 0.06386055797338486, + 0.03047451376914978, + 0.06886454671621323, + 0.09269316494464874, + 0.10616001486778259, + 0.07948505878448486, + 0.04708217456936836, + 0.30244091153144836 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.07901599258184433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157988369464874 + ], + "opposite_logprob_tokens": [ + -1.7015799283981323 + ], + "logprob_reward": -0.20157988369464874, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157988369464874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04730580747127533, + 0.6245216131210327, + 0.08211995661258698, + 0.020971734076738358, + 0.03399355709552765, + 0.07489386200904846, + 0.01393409725278616, + 0.026953628286719322, + 0.02017204649746418, + 0.05513375997543335 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.20157988369464874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992201447486877 + ], + "opposite_logprob_tokens": [ + -1.8049219846725464 + ], + "logprob_reward": -0.17992201447486877, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992201447486877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08719667792320251, + 0.3272654712200165, + 0.027158129960298538, + 0.04188880696892738, + 0.04621092602610588, + 0.02359827235341072, + 0.10163918882608414, + 0.03925084322690964, + 0.031965021044015884, + 0.27382662892341614 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.17992201447486877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid, close-up shot, shot from a horizontal angle, rendered in high-contrast black and white. Within a profound, boundless digital void of pure black, two vast streams of data clash fiercely. One is a swirling fluid composed of countless zeros emitting a brilliant, steady white glow, moving in a flexible, swirling motion; the other is an aggressive torrent of countless angular ones flashing with unstable arcs of light, its trajectory filled with sharp angles and explosive force. They collide and entwine with astonishing speed. As they violently collide, the clusters of ones, like razor-sharp fragments, fiercely pierce and tear through the fluid structure of the zeros, causing them to disintegrate into smaller points of light at the point of contact, which are then rapidly devoured and assimilated by the torrent of ones. As the camera advances at a dizzying speed, we are pulled straight into the most chaotic core of this digital storm. We can clearly see individual \"0\"s and \"1\"s annihilating and transforming each other on a microscopic scale. Each collision bursts into dazzling digital flashes and energy ripples. The entire scene is filled with tension, chaos and the primitive aesthetics of digital violence, creating an abstract and visually impactful atmosphere.", + "seed": 19831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_7/index_1900_seed_19831_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07509239371865988, + "vlm_logprob": -0.07509239371865988, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.07509239371865988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010358854196965694 + ], + "opposite_logprob_tokens": [ + -5.010358810424805 + ], + "logprob_reward": -0.010358854196965694, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.010358854196965694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029277261346578598, + 0.020794615149497986, + 0.009638353250920773, + 0.028869181871414185, + 0.024437377229332924, + 0.825934886932373, + 0.004400137811899185, + 0.03429447486996651, + 0.010368946008384228, + 0.011984803713858128 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.010358854196965694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310176521539688 + ], + "opposite_logprob_tokens": [ + -3.1681017875671387 + ], + "logprob_reward": -0.04310176521539688, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310176521539688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09927824139595032, + 0.059109125286340714, + 0.06606638431549072, + 0.1961967498064041, + 0.08530796319246292, + 0.13575950264930725, + 0.07239557802677155, + 0.10713325440883636, + 0.07713349908590317, + 0.10161972045898438 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.04310176521539688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867317155003548 + ], + "opposite_logprob_tokens": [ + -3.048673152923584 + ], + "logprob_reward": -0.04867317155003548, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867317155003548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05931780859827995, + 0.03975712135434151, + 0.0657847449183464, + 0.16254708170890808, + 0.16280637681484222, + 0.30900007486343384, + 0.05936301127076149, + 0.060966815799474716, + 0.039690423756837845, + 0.040766481310129166 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.04867317155003548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037166118621826 + ], + "opposite_logprob_tokens": [ + -1.9103716611862183 + ], + "logprob_reward": -0.16037166118621826, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037166118621826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05749873071908951, + 0.04679805412888527, + 0.06353242695331573, + 0.17458240687847137, + 0.2763497829437256, + 0.20242837071418762, + 0.022778986021876335, + 0.0978897213935852, + 0.03457622602581978, + 0.023565256968140602 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.16037166118621826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two distinct streams visible: one of swirling zeros and one of angular ones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streams of ones pierce and tear through the structure of the zeros upon collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera advance rapidly straight into the core of the collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual zeros and ones visible annihilating and transforming on a microscopic scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295651644468307 + ], + "opposite_logprob_tokens": [ + -2.2379565238952637 + ], + "logprob_reward": -0.11295651644468307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295651644468307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16345593333244324, + 0.03677428141236305, + 0.039040226489305496, + 0.15307769179344177, + 0.06239662319421768, + 0.3288853168487549, + 0.04081983491778374, + 0.031275078654289246, + 0.03362896665930748, + 0.11064604669809341 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.11295651644468307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_tensor([3354, 3354])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_tensor([3354, 3354])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..496b0b6161728753d6504529e8f480907d66186c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_tensor([3354, 3354])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot steadily follows an unoccupied red tricycle as it begins careening down a banked, sun-bleached suburban driveway. The tricycle, its candy-apple-red metal frame showing slight wear and tear, its white plastic seat empty, accelerates rapidly under the bright midday sun. Its pedals spin in frantic, empty circles, and multi-colored, iridescent plastic streamers whip violently in the spontaneous wind, creating a vibrant, fluttering blur against the backdrop of a manicured green lawn. As the tricycle's rickety front wheels drive over cracked concrete, the camera matches the pace, hurtling toward a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway. Then, as the tricycle decisively crashes into the bottom of the stack, the camera becomes still, holding the composition. The impact is sharp and jarring, causing the cans to tumble and scatter across the driveway with a silent metallic sound. A lid pops off, releasing thick, slow-moving drips of white paint onto the warm concrete, creating a tense atmosphere as the chaotic momentum builds to its inevitable, chaotic conclusion.", + "seed": 22345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_3354_seed_22345_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0384455943480134, + "vlm_logprob": -0.0384455943480134, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0384455943480134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10092628002166748 + ], + "opposite_logprob_tokens": [ + -2.350926399230957 + ], + "logprob_reward": -0.10092628002166748, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10092628002166748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1672901064157486, + 0.3460036814212799, + 0.08802034705877304, + 0.08448254317045212, + 0.050075627863407135, + 0.13168033957481384, + 0.04263648763298988, + 0.02266635373234749, + 0.019481681287288666, + 0.047662895172834396 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.10092628002166748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869065806269646 + ], + "opposite_logprob_tokens": [ + -3.0486905574798584 + ], + "logprob_reward": -0.04869065806269646, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869065806269646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366260051727295, + 0.47275352478027344, + 0.07753387093544006, + 0.03291069343686104, + 0.07973325997591019, + 0.048898059874773026, + 0.03932851180434227, + 0.03492598235607147, + 0.04187402501702309, + 0.03541601076722145 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04869065806269646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597489550709724 + ], + "opposite_logprob_tokens": [ + -3.895597457885742 + ], + "logprob_reward": -0.020597489550709724, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597489550709724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13351671397686005, + 0.4469603896141052, + 0.04518357664346695, + 0.04142197221517563, + 0.05761030316352844, + 0.06984446197748184, + 0.03911338001489639, + 0.049896616488695145, + 0.024091294035315514, + 0.09236125648021698 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020597489550709724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0803268626332283, + 0.17146232724189758, + 0.03675640746951103, + 0.04191770404577255, + 0.04574767127633095, + 0.0731983557343483, + 0.04445763677358627, + 0.04638849198818207, + 0.05186796933412552, + 0.40787652134895325 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005948578007519245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064966097474098 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.016064966097474098, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064966097474098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19955474138259888, + 0.25883665680885315, + 0.045443370938301086, + 0.032089296728372574, + 0.028874283656477928, + 0.0365583635866642, + 0.0418059267103672, + 0.03209836781024933, + 0.07064439356327057, + 0.2540946304798126 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.016064966097474098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot steadily follows an unoccupied red tricycle as it begins careening down a banked, sun-bleached suburban driveway. The tricycle, its candy-apple-red metal frame showing slight wear and tear, its white plastic seat empty, accelerates rapidly under the bright midday sun. Its pedals spin in frantic, empty circles, and multi-colored, iridescent plastic streamers whip violently in the spontaneous wind, creating a vibrant, fluttering blur against the backdrop of a manicured green lawn. As the tricycle's rickety front wheels drive over cracked concrete, the camera matches the pace, hurtling toward a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway. Then, as the tricycle decisively crashes into the bottom of the stack, the camera becomes still, holding the composition. The impact is sharp and jarring, causing the cans to tumble and scatter across the driveway with a silent metallic sound. A lid pops off, releasing thick, slow-moving drips of white paint onto the warm concrete, creating a tense atmosphere as the chaotic momentum builds to its inevitable, chaotic conclusion.", + "seed": 22346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_3354_seed_22346_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02203243540134281, + "vlm_logprob": -0.02203243540134281, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.02203243540134281, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03411870822310448 + ], + "opposite_logprob_tokens": [ + -3.40911865234375 + ], + "logprob_reward": -0.03411870822310448, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03411870822310448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05886482447385788, + 0.1299450844526291, + 0.08015311509370804, + 0.036884505301713943, + 0.17995482683181763, + 0.057925522327423096, + 0.19860930740833282, + 0.13806486129760742, + 0.03893265873193741, + 0.08066530525684357 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.03411870822310448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989952594041824 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.054989952594041824, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989952594041824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03664693236351013, + 0.09407217055559158, + 0.06656697392463684, + 0.06409027427434921, + 0.1491844803094864, + 0.0738409087061882, + 0.05934349447488785, + 0.3084918260574341, + 0.07746773213148117, + 0.07029522955417633 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.054989952594041824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082404293119907 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082404293119907, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082404293119907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11187251657247543, + 0.0864306166768074, + 0.16731983423233032, + 0.057852476835250854, + 0.10000486671924591, + 0.06999239325523376, + 0.050639621913433075, + 0.12331340461969376, + 0.13729487359523773, + 0.09527941793203354 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.011082404293119907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013342535821720958 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013342535821720958, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013342535821720958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06523387134075165, + 0.051930803805589676, + 0.044234052300453186, + 0.11371143162250519, + 0.16432394087314606, + 0.12038784474134445, + 0.06750421971082687, + 0.11682917922735214, + 0.09635622799396515, + 0.15948845446109772 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.0013342535821720958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636858314275742 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636858314275742, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636858314275742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06682004034519196, + 0.035719241946935654, + 0.04276544600725174, + 0.06611143797636032, + 0.05744965746998787, + 0.06521165370941162, + 0.04247887432575226, + 0.13484765589237213, + 0.2090938538312912, + 0.27950218319892883 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.008636858314275742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot steadily follows an unoccupied red tricycle as it begins careening down a banked, sun-bleached suburban driveway. The tricycle, its candy-apple-red metal frame showing slight wear and tear, its white plastic seat empty, accelerates rapidly under the bright midday sun. Its pedals spin in frantic, empty circles, and multi-colored, iridescent plastic streamers whip violently in the spontaneous wind, creating a vibrant, fluttering blur against the backdrop of a manicured green lawn. As the tricycle's rickety front wheels drive over cracked concrete, the camera matches the pace, hurtling toward a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway. Then, as the tricycle decisively crashes into the bottom of the stack, the camera becomes still, holding the composition. The impact is sharp and jarring, causing the cans to tumble and scatter across the driveway with a silent metallic sound. A lid pops off, releasing thick, slow-moving drips of white paint onto the warm concrete, creating a tense atmosphere as the chaotic momentum builds to its inevitable, chaotic conclusion.", + "seed": 22347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_3354_seed_22347_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03512498401105404, + "vlm_logprob": -0.03512498401105404, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03512498401105404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08966120332479477 + ], + "opposite_logprob_tokens": [ + -2.464661121368408 + ], + "logprob_reward": -0.08966120332479477, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08966120332479477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08246565610170364, + 0.07207620143890381, + 0.1409030258655548, + 0.4878824055194855, + 0.029258500784635544, + 0.03877520561218262, + 0.03398847579956055, + 0.0553758479654789, + 0.012558425776660442, + 0.04671621695160866 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.08966120332479477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097082525491714 + ], + "opposite_logprob_tokens": [ + -3.1680970191955566 + ], + "logprob_reward": -0.043097082525491714, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097082525491714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06434167176485062, + 0.12058594822883606, + 0.11080978810787201, + 0.47597071528434753, + 0.029936136677861214, + 0.08289660513401031, + 0.02519076131284237, + 0.04138711839914322, + 0.015835486352443695, + 0.033045753836631775 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.043097082525491714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197020515799522 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197020515799522, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197020515799522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04028739035129547, + 0.04715610295534134, + 0.07515284419059753, + 0.49666085839271545, + 0.030385321006178856, + 0.10217831283807755, + 0.03996281325817108, + 0.08969008177518845, + 0.01336434856057167, + 0.06516195088624954 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.018197020515799522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094313830137253 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094313830137253, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094313830137253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07279124855995178, + 0.03492139279842377, + 0.057362403720617294, + 0.34385406970977783, + 0.028909102082252502, + 0.17157110571861267, + 0.05588222295045853, + 0.047902997583150864, + 0.10931567847728729, + 0.07748978585004807 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.004094313830137253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575299859046936 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575299859046936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575299859046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10177019238471985, + 0.10633684694766998, + 0.05362103879451752, + 0.14287742972373962, + 0.05176103487610817, + 0.09030391275882721, + 0.07770175486803055, + 0.14612601697444916, + 0.08542315661907196, + 0.1440785974264145 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.020575299859046936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot steadily follows an unoccupied red tricycle as it begins careening down a banked, sun-bleached suburban driveway. The tricycle, its candy-apple-red metal frame showing slight wear and tear, its white plastic seat empty, accelerates rapidly under the bright midday sun. Its pedals spin in frantic, empty circles, and multi-colored, iridescent plastic streamers whip violently in the spontaneous wind, creating a vibrant, fluttering blur against the backdrop of a manicured green lawn. As the tricycle's rickety front wheels drive over cracked concrete, the camera matches the pace, hurtling toward a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway. Then, as the tricycle decisively crashes into the bottom of the stack, the camera becomes still, holding the composition. The impact is sharp and jarring, causing the cans to tumble and scatter across the driveway with a silent metallic sound. A lid pops off, releasing thick, slow-moving drips of white paint onto the warm concrete, creating a tense atmosphere as the chaotic momentum builds to its inevitable, chaotic conclusion.", + "seed": 22348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_8/index_3354_seed_22348_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07466295100748539, + "vlm_logprob": -0.07466295100748539, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07466295100748539, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22652631998062134 + ], + "opposite_logprob_tokens": [ + -1.6015262603759766 + ], + "logprob_reward": -0.22652631998062134, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22652631998062134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047048140317201614, + 0.0240752175450325, + 0.07208295166492462, + 0.0715705007314682, + 0.11739557981491089, + 0.1543971449136734, + 0.06222057715058327, + 0.40825316309928894, + 0.023191653192043304, + 0.019765032455325127 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.22652631998062134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035765916109085 + ], + "opposite_logprob_tokens": [ + -2.3503577709198 + ], + "logprob_reward": -0.10035765916109085, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035765916109085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08134608715772629, + 0.07745657116174698, + 0.08226947486400604, + 0.10095124691724777, + 0.12127488106489182, + 0.14744700491428375, + 0.0685049369931221, + 0.17447373270988464, + 0.09414629638195038, + 0.05212970823049545 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.10035765916109085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07209263741970062, + 0.1154811754822731, + 0.07707790285348892, + 0.052695684134960175, + 0.07653476297855377, + 0.13488882780075073, + 0.05130298063158989, + 0.1589185744524002, + 0.12027984112501144, + 0.14072757959365845 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.02059655450284481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252964794635773 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252964794635773, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252964794635773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04943424463272095, + 0.05555730313062668, + 0.041342876851558685, + 0.048708926886320114, + 0.030990034341812134, + 0.09777240455150604, + 0.05281975492835045, + 0.34747979044914246, + 0.16559460759162903, + 0.11030004173517227 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.005252964794635773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unoccupied red tricycle with a candy-apple-red metal frame and white plastic seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tricycle accelerate rapidly down a banked, sun-bleached suburban driveway while multi-colored iridescent streamers whip in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle tracking shot that matches the tricycle's pace before becoming still upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tricycle crash into a haphazardly stacked pyramid of old metal paint cans at the bottom of the driveway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After the crash, do paint cans tumble and scatter while a lid pops off releasing thick, slow-moving drips of white paint onto the concrete?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581256598234177 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581256598234177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581256598234177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03761070966720581, + 0.02237984724342823, + 0.08784300088882446, + 0.07225312292575836, + 0.03581321984529495, + 0.1377454400062561, + 0.03388126194477081, + 0.26100650429725647, + 0.06529169529676437, + 0.24617525935173035 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.020581256598234177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_tensor([5085, 5085])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_tensor([5085, 5085])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..caeca099b8755de021a1512ade22539ca741c868 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_tensor([5085, 5085])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot shot from a horizontal angle focuses squarely on a furry red panda. Its fur is incredibly dense, soft, auburn, gleaming with a healthy sheen under the bright, evenly lit light. Its belly and short limbs are a deep black. Its signature white facial markings resemble a delicate mask, framing a pair of large, inquisitive, dark, and moist eyes, a small, black nose, and two white-rimmed ears twitching slightly with alertness. The red panda is situated in a boundless, pure, minimalist space, where the ground seamlessly blends with the background, creating an infinitely stretching, pure world devoid of clutter or lines. It takes a cautious step forward, one front paw briefly pausing in the air as it leans forward slightly, its long, fluffy tail gently swaying behind it for balance. Its head shifts curiously from side to side, as if sensing this vast, unfamiliar surroundings through smell and sight. The strong color contrast of the entire picture makes the red panda's warm tones appear particularly vivid, creating a surreal atmosphere of tranquility, purity and exploration, and completely attracting the audience's attention to every subtle movement and expression of this cute creature.", + "seed": 16576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_5085_seed_16576_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01666251439601183, + "vlm_logprob": -0.01666251439601183, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01666251439601183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025766873732209206 + ], + "opposite_logprob_tokens": [ + -3.7757668495178223 + ], + "logprob_reward": -0.025766873732209206, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025766873732209206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060678448528051376, + 0.08799026906490326, + 0.12979689240455627, + 0.0873531848192215, + 0.06661193817853928, + 0.041246380656957626, + 0.0957271009683609, + 0.04437071830034256, + 0.33992332220077515, + 0.0463017039000988 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.025766873732209206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060624770820141 + ], + "opposite_logprob_tokens": [ + -3.895606279373169 + ], + "logprob_reward": -0.02060624770820141, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060624770820141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11207830160856247, + 0.05207313224673271, + 0.11536499112844467, + 0.11494842916727066, + 0.25109052658081055, + 0.07690471410751343, + 0.0881156399846077, + 0.061446309089660645, + 0.08502963185310364, + 0.042948346585035324 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.02060624770820141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951895844191313 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951895844191313, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951895844191313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492408066987991, + 0.06512118875980377, + 0.4554184377193451, + 0.0717369094491005, + 0.12732651829719543, + 0.026332978159189224, + 0.037607740610837936, + 0.025326987728476524, + 0.03967665880918503, + 0.036528442054986954 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.005951895844191313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08114254474639893, + 0.06184736639261246, + 0.12400499731302261, + 0.14796291291713715, + 0.09090398252010345, + 0.05860426276922226, + 0.2005026936531067, + 0.0642782598733902, + 0.128696471452713, + 0.04205651953816414 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345962658524513 + ], + "opposite_logprob_tokens": [ + -3.65134596824646 + ], + "logprob_reward": -0.026345962658524513, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345962658524513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05734824389219284, + 0.07988356798887253, + 0.14888383448123932, + 0.08698543161153793, + 0.19341368973255157, + 0.018081577494740486, + 0.08089137822389603, + 0.0601053461432457, + 0.22941330075263977, + 0.044993557035923004 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.026345962658524513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot from a horizontal angle focuses squarely on a furry red panda. Its fur is incredibly dense, soft, auburn, gleaming with a healthy sheen under the bright, evenly lit light. Its belly and short limbs are a deep black. Its signature white facial markings resemble a delicate mask, framing a pair of large, inquisitive, dark, and moist eyes, a small, black nose, and two white-rimmed ears twitching slightly with alertness. The red panda is situated in a boundless, pure, minimalist space, where the ground seamlessly blends with the background, creating an infinitely stretching, pure world devoid of clutter or lines. It takes a cautious step forward, one front paw briefly pausing in the air as it leans forward slightly, its long, fluffy tail gently swaying behind it for balance. Its head shifts curiously from side to side, as if sensing this vast, unfamiliar surroundings through smell and sight. The strong color contrast of the entire picture makes the red panda's warm tones appear particularly vivid, creating a surreal atmosphere of tranquility, purity and exploration, and completely attracting the audience's attention to every subtle movement and expression of this cute creature.", + "seed": 16577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_5085_seed_16577_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024138519121333957, + "vlm_logprob": -0.024138519121333957, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.024138519121333957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027518214657902718 + ], + "opposite_logprob_tokens": [ + -3.6525182723999023 + ], + "logprob_reward": -0.027518214657902718, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027518214657902718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31613197922706604, + 0.1747218817472458, + 0.10181315988302231, + 0.05023019760847092, + 0.07286304235458374, + 0.06925727427005768, + 0.06267901510000229, + 0.03935765475034714, + 0.06212660297751427, + 0.05081924423575401 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.027518214657902718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678964376449585 + ], + "opposite_logprob_tokens": [ + -3.0486788749694824 + ], + "logprob_reward": -0.048678964376449585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678964376449585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08216970413923264, + 0.2811160087585449, + 0.0547688789665699, + 0.02198164165019989, + 0.12860850989818573, + 0.04432034492492676, + 0.08810727298259735, + 0.0673406720161438, + 0.13392700254917145, + 0.09765999764204025 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.048678964376449585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078985407948494 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078985407948494, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078985407948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1676979809999466, + 0.20061475038528442, + 0.05397885665297508, + 0.08395601809024811, + 0.10503886640071869, + 0.09828533977270126, + 0.11732761561870575, + 0.053876735270023346, + 0.051178451627492905, + 0.06804534047842026 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011078985407948494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617530455812812 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.003617530455812812, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617530455812812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4249662458896637, + 0.08734425157308578, + 0.03288396820425987, + 0.07565459609031677, + 0.12733721733093262, + 0.06301432847976685, + 0.033319197595119476, + 0.04272783175110817, + 0.05326720327138901, + 0.059485141187906265 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003617530455812812 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28511443734169006, + 0.0885373204946518, + 0.04295644164085388, + 0.0939604714512825, + 0.04856787249445915, + 0.04413631930947304, + 0.1113056167960167, + 0.1053149625658989, + 0.12228348851203918, + 0.05782303214073181 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.029798900708556175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot from a horizontal angle focuses squarely on a furry red panda. Its fur is incredibly dense, soft, auburn, gleaming with a healthy sheen under the bright, evenly lit light. Its belly and short limbs are a deep black. Its signature white facial markings resemble a delicate mask, framing a pair of large, inquisitive, dark, and moist eyes, a small, black nose, and two white-rimmed ears twitching slightly with alertness. The red panda is situated in a boundless, pure, minimalist space, where the ground seamlessly blends with the background, creating an infinitely stretching, pure world devoid of clutter or lines. It takes a cautious step forward, one front paw briefly pausing in the air as it leans forward slightly, its long, fluffy tail gently swaying behind it for balance. Its head shifts curiously from side to side, as if sensing this vast, unfamiliar surroundings through smell and sight. The strong color contrast of the entire picture makes the red panda's warm tones appear particularly vivid, creating a surreal atmosphere of tranquility, purity and exploration, and completely attracting the audience's attention to every subtle movement and expression of this cute creature.", + "seed": 16578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_5085_seed_16578_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01917798388749361, + "vlm_logprob": -0.01917798388749361, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.01917798388749361, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030831074342131615 + ], + "opposite_logprob_tokens": [ + -3.5308310985565186 + ], + "logprob_reward": -0.030831074342131615, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030831074342131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.230513796210289, + 0.06739203631877899, + 0.09598489850759506, + 0.13207067549228668, + 0.0881936177611351, + 0.09995300322771072, + 0.10896965861320496, + 0.05396639555692673, + 0.014202678576111794, + 0.10875323414802551 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.030831074342131615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372230380773544 + ], + "opposite_logprob_tokens": [ + -3.408722400665283 + ], + "logprob_reward": -0.03372230380773544, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372230380773544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15568701922893524, + 0.06720390915870667, + 0.1591891050338745, + 0.11495165526866913, + 0.06520857661962509, + 0.24264195561408997, + 0.05925917252898216, + 0.029899785295128822, + 0.02042708918452263, + 0.08553177118301392 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.03372230380773544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633799687027931 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633799687027931, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633799687027931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2479177862405777, + 0.0714360848069191, + 0.10820745676755905, + 0.16403265297412872, + 0.12735965847969055, + 0.08639200031757355, + 0.032364021986722946, + 0.04987073317170143, + 0.027658354490995407, + 0.08476126939058304 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.007633799687027931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19016791880130768, + 0.0608830451965332, + 0.05390867218375206, + 0.14285537600517273, + 0.06342454999685287, + 0.13252681493759155, + 0.16356471180915833, + 0.12490174174308777, + 0.008861563168466091, + 0.05890569090843201 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.007632262073457241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17222274839878082, + 0.09692953526973724, + 0.10871222615242004, + 0.13230179250240326, + 0.1530350297689438, + 0.07496174424886703, + 0.07485921680927277, + 0.04057096317410469, + 0.05566556751728058, + 0.09074114263057709 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.016070479527115822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot from a horizontal angle focuses squarely on a furry red panda. Its fur is incredibly dense, soft, auburn, gleaming with a healthy sheen under the bright, evenly lit light. Its belly and short limbs are a deep black. Its signature white facial markings resemble a delicate mask, framing a pair of large, inquisitive, dark, and moist eyes, a small, black nose, and two white-rimmed ears twitching slightly with alertness. The red panda is situated in a boundless, pure, minimalist space, where the ground seamlessly blends with the background, creating an infinitely stretching, pure world devoid of clutter or lines. It takes a cautious step forward, one front paw briefly pausing in the air as it leans forward slightly, its long, fluffy tail gently swaying behind it for balance. Its head shifts curiously from side to side, as if sensing this vast, unfamiliar surroundings through smell and sight. The strong color contrast of the entire picture makes the red panda's warm tones appear particularly vivid, creating a surreal atmosphere of tranquility, purity and exploration, and completely attracting the audience's attention to every subtle movement and expression of this cute creature.", + "seed": 16579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000195/group_9/index_5085_seed_16579_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021334351506084204, + "vlm_logprob": -0.021334351506084204, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.021334351506084204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01473461277782917 + ], + "opposite_logprob_tokens": [ + -4.389734745025635 + ], + "logprob_reward": -0.01473461277782917, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01473461277782917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439442306756973, + 0.16273748874664307, + 0.15792790055274963, + 0.03546281158924103, + 0.05554700642824173, + 0.053828828036785126, + 0.13567177951335907, + 0.23197485506534576, + 0.03483343496918678, + 0.03762153908610344 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.01473461277782917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255948655307293 + ], + "opposite_logprob_tokens": [ + -4.387559413909912 + ], + "logprob_reward": -0.01255948655307293, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255948655307293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18304580450057983, + 0.11623028665781021, + 0.18266500532627106, + 0.12258615344762802, + 0.11652186512947083, + 0.05277561768889427, + 0.03919035568833351, + 0.07800082862377167, + 0.0446859747171402, + 0.06429809331893921 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01255948655307293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095857031643391 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095857031643391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095857031643391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864483654499054, + 0.10606034845113754, + 0.20614100992679596, + 0.03267689421772957, + 0.04457922279834747, + 0.038695234805345535, + 0.03421365097165108, + 0.05989430472254753, + 0.045681487768888474, + 0.24560944736003876 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.004095857031643391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052567594684660435 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052567594684660435, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052567594684660435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1299058496952057, + 0.10278533399105072, + 0.252246230840683, + 0.027437353506684303, + 0.06479611247777939, + 0.07266800105571747, + 0.09738445281982422, + 0.17120535671710968, + 0.028961816802620888, + 0.05260961502790451 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0052567594684660435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static mid-shot focused squarely on a furry red panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the red panda have dense, soft, auburn fur with a healthy sheen and deep black belly and limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the red panda exhibit white facial markings resembling a mask, large dark moist eyes, a small black nose, and white-rimmed ears twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a boundless, pure, minimalist space where the ground seamlessly blends with the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the red panda take a cautious step forward with one front paw pausing in the air while its long fluffy tail sways behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002504169940948 + ], + "opposite_logprob_tokens": [ + -2.6950249671936035 + ], + "logprob_reward": -0.07002504169940948, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002504169940948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11971181631088257, + 0.15650786459445953, + 0.17306607961654663, + 0.04435580596327782, + 0.04270220547914505, + 0.04125285893678665, + 0.06605427712202072, + 0.19643910229206085, + 0.04340469464659691, + 0.11650533229112625 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.07002504169940948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_tensor([128, 128])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_tensor([128, 128])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f4b5350a3c46e4c4a43ca0f2e760316db17f6e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_tensor([128, 128])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An explosive panoramic shot sweeps horizontally to the right from a low angle at breakneck speed, passing over the majestic crimson walls of the Tashilhunpo Monastery in Shigatse. Under the unpredictable plateau sky, thick clouds are swiftly shifting, torn by strong winds. The camera finally settles on the temple's iconic gilded roof, where rows of colorful prayer flags are buffeted head-on by a fierce, whistling mountain breeze. In the shot, these prayer flags, made of blue, white, red, green, and yellow fabric, are instantly and violently torn from a slightly drooping position to a straight, parallel position. The fabric of each flag is stretched taut by the immense tension, causing its edges to vibrate violently, producing a distinct, audible rustling sound like war flags ripping through the air. The dazzling plateau sunlight penetrates the gaps in the clouds, casting flowing, dramatic highlights on the shining golden roof, forming a sharp contrast with the colorful prayer flags dancing wildly below. The entire picture is full of tremendous tension between the primitive natural forces and the solemn religious buildings. It perfectly captures the conflict and harmony between this primitive force and the solemn architecture, creating a gripping sense of immediate tension and epic atmosphere like the broadcast of top sports events.", + "seed": 19083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_128_seed_19083_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19210101366043092, + "vlm_logprob": -0.19210101366043092, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.19210101366043092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10747619718313217 + ], + "opposite_logprob_tokens": [ + -2.357476234436035 + ], + "logprob_reward": -0.10747619718313217, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10747619718313217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04622812569141388, + 0.015152606181800365, + 0.6147363185882568, + 0.011469121091067791, + 0.02951144054532051, + 0.026339268311858177, + 0.12240190804004669, + 0.02243787609040737, + 0.10586397349834442, + 0.0058593787252902985 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.10747619718313217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811807185411453 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.03811807185411453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811807185411453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.120581716299057, + 0.031342558562755585, + 0.39401617646217346, + 0.021533560007810593, + 0.024240849539637566, + 0.04473203793168068, + 0.2655142545700073, + 0.03926603123545647, + 0.0436287596821785, + 0.01514407154172659 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.03811807185411453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271008551120758 + ], + "opposite_logprob_tokens": [ + -2.127100944519043 + ], + "logprob_reward": -0.1271008551120758, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271008551120758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.374490350484848, + 0.037071969360113144, + 0.3567066788673401, + 0.010223315097391605, + 0.02428908459842205, + 0.01773792691528797, + 0.12979084253311157, + 0.01256764680147171, + 0.023844070732593536, + 0.013278092257678509 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1271008551120758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496072769165039 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.05496072769165039, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496072769165039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17108088731765747, + 0.0375673770904541, + 0.49190619587898254, + 0.05277939513325691, + 0.028420202434062958, + 0.05287938937544823, + 0.07813584804534912, + 0.020997395738959312, + 0.029872478917241096, + 0.03636079281568527 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.05496072769165039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328492164611816 + ], + "opposite_logprob_tokens": [ + -0.7578492164611816 + ], + "logprob_reward": -0.6328492164611816, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328492164611816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26462528109550476, + 0.04068552330136299, + 0.2570298910140991, + 0.028007827699184418, + 0.017122184857726097, + 0.023820865899324417, + 0.29211756587028503, + 0.02373036928474903, + 0.024649692699313164, + 0.028210699558258057 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.6328492164611816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An explosive panoramic shot sweeps horizontally to the right from a low angle at breakneck speed, passing over the majestic crimson walls of the Tashilhunpo Monastery in Shigatse. Under the unpredictable plateau sky, thick clouds are swiftly shifting, torn by strong winds. The camera finally settles on the temple's iconic gilded roof, where rows of colorful prayer flags are buffeted head-on by a fierce, whistling mountain breeze. In the shot, these prayer flags, made of blue, white, red, green, and yellow fabric, are instantly and violently torn from a slightly drooping position to a straight, parallel position. The fabric of each flag is stretched taut by the immense tension, causing its edges to vibrate violently, producing a distinct, audible rustling sound like war flags ripping through the air. The dazzling plateau sunlight penetrates the gaps in the clouds, casting flowing, dramatic highlights on the shining golden roof, forming a sharp contrast with the colorful prayer flags dancing wildly below. The entire picture is full of tremendous tension between the primitive natural forces and the solemn religious buildings. It perfectly captures the conflict and harmony between this primitive force and the solemn architecture, creating a gripping sense of immediate tension and epic atmosphere like the broadcast of top sports events.", + "seed": 19084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_128_seed_19084_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2579634875059128, + "vlm_logprob": -0.2579634875059128, + "vlm_yes_no_margin": 1.749999988079071, + "vlm_token_credit": -0.2579634875059128, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07738054543733597 + ], + "opposite_logprob_tokens": [ + -2.702380657196045 + ], + "logprob_reward": -0.07738054543733597, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07738054543733597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3346494138240814, + 0.03064872696995735, + 0.03575194254517555, + 0.049344029277563095, + 0.19438950717449188, + 0.1883118450641632, + 0.036063775420188904, + 0.0900769978761673, + 0.020836971700191498, + 0.019926823675632477 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07738054543733597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348568201065063 + ], + "opposite_logprob_tokens": [ + -1.3134856224060059 + ], + "logprob_reward": -0.31348568201065063, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31348568201065063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161941796541214, + 0.045843008905649185, + 0.15926243364810944, + 0.0271231047809124, + 0.06967637687921524, + 0.12334040552377701, + 0.07477778941392899, + 0.2472434788942337, + 0.06514445692300797, + 0.02564716897904873 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.31348568201065063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902336865663528 + ], + "opposite_logprob_tokens": [ + -2.5790233612060547 + ], + "logprob_reward": -0.07902336865663528, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902336865663528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638324499130249, + 0.06837054342031479, + 0.08872660994529724, + 0.20204702019691467, + 0.04776768386363983, + 0.09481250494718552, + 0.08079930394887924, + 0.04462996870279312, + 0.05550766736268997, + 0.05350624397397041 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.07902336865663528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206318736076355 + ], + "opposite_logprob_tokens": [ + -2.812063217163086 + ], + "logprob_reward": -0.06206318736076355, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206318736076355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07082296162843704, + 0.028409099206328392, + 0.03006429597735405, + 0.05833202600479126, + 0.1258033961057663, + 0.18369640409946442, + 0.09739454835653305, + 0.2753952443599701, + 0.06387987732887268, + 0.0662020891904831 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.06206318736076355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578646540641785 + ], + "opposite_logprob_tokens": [ + -0.6328646540641785 + ], + "logprob_reward": -0.7578646540641785, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578646540641785, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30673012137413025, + 0.03729931265115738, + 0.04775020480155945, + 0.03246035426855087, + 0.08304599672555923, + 0.21306520700454712, + 0.07989247888326645, + 0.12283269315958023, + 0.034020934253931046, + 0.042902637273073196 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.7578646540641785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An explosive panoramic shot sweeps horizontally to the right from a low angle at breakneck speed, passing over the majestic crimson walls of the Tashilhunpo Monastery in Shigatse. Under the unpredictable plateau sky, thick clouds are swiftly shifting, torn by strong winds. The camera finally settles on the temple's iconic gilded roof, where rows of colorful prayer flags are buffeted head-on by a fierce, whistling mountain breeze. In the shot, these prayer flags, made of blue, white, red, green, and yellow fabric, are instantly and violently torn from a slightly drooping position to a straight, parallel position. The fabric of each flag is stretched taut by the immense tension, causing its edges to vibrate violently, producing a distinct, audible rustling sound like war flags ripping through the air. The dazzling plateau sunlight penetrates the gaps in the clouds, casting flowing, dramatic highlights on the shining golden roof, forming a sharp contrast with the colorful prayer flags dancing wildly below. The entire picture is full of tremendous tension between the primitive natural forces and the solemn religious buildings. It perfectly captures the conflict and harmony between this primitive force and the solemn architecture, creating a gripping sense of immediate tension and epic atmosphere like the broadcast of top sports events.", + "seed": 19085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_128_seed_19085_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23270176090300082, + "vlm_logprob": -0.23270176090300082, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.23270176090300082, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06778090447187424 + ], + "opposite_logprob_tokens": [ + -2.8177809715270996 + ], + "logprob_reward": -0.06778090447187424, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06778090447187424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15649335086345673, + 0.12035578489303589, + 0.07108891755342484, + 0.15805795788764954, + 0.17163042724132538, + 0.10867423564195633, + 0.037484060972929, + 0.03000861406326294, + 0.10065547376871109, + 0.0455511212348938 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.06778090447187424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035334527492523 + ], + "opposite_logprob_tokens": [ + -2.350353240966797 + ], + "logprob_reward": -0.10035334527492523, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035334527492523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16928642988204956, + 0.1793617606163025, + 0.1093454360961914, + 0.05848542973399162, + 0.08859109878540039, + 0.12225058674812317, + 0.03524155914783478, + 0.035091906785964966, + 0.09905370324850082, + 0.10329209268093109 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.10035334527492523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28139233589172363 + ], + "opposite_logprob_tokens": [ + -1.4063923358917236 + ], + "logprob_reward": -0.28139233589172363, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28139233589172363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21348418295383453, + 0.2537165582180023, + 0.1691417694091797, + 0.09781800955533981, + 0.045115210115909576, + 0.05529146268963814, + 0.04343145713210106, + 0.036228813230991364, + 0.03572104871273041, + 0.05005156621336937 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.28139233589172363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593518391251564 + ], + "opposite_logprob_tokens": [ + -3.8955934047698975 + ], + "logprob_reward": -0.020593518391251564, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593518391251564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08654996752738953, + 0.3515971601009369, + 0.060444701462984085, + 0.07302019745111465, + 0.08919991552829742, + 0.1331738829612732, + 0.07287479192018509, + 0.030396578833460808, + 0.05980648100376129, + 0.042936310172080994 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.020593518391251564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933887004852295 + ], + "opposite_logprob_tokens": [ + -0.6933887004852295 + ], + "logprob_reward": -0.6933887004852295, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933887004852295, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1918908953666687, + 0.3025321364402771, + 0.10659173130989075, + 0.09626713395118713, + 0.07476522773504257, + 0.09708170592784882, + 0.03040185198187828, + 0.016468899324536324, + 0.028145838528871536, + 0.05585455894470215 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.6933887004852295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An explosive panoramic shot sweeps horizontally to the right from a low angle at breakneck speed, passing over the majestic crimson walls of the Tashilhunpo Monastery in Shigatse. Under the unpredictable plateau sky, thick clouds are swiftly shifting, torn by strong winds. The camera finally settles on the temple's iconic gilded roof, where rows of colorful prayer flags are buffeted head-on by a fierce, whistling mountain breeze. In the shot, these prayer flags, made of blue, white, red, green, and yellow fabric, are instantly and violently torn from a slightly drooping position to a straight, parallel position. The fabric of each flag is stretched taut by the immense tension, causing its edges to vibrate violently, producing a distinct, audible rustling sound like war flags ripping through the air. The dazzling plateau sunlight penetrates the gaps in the clouds, casting flowing, dramatic highlights on the shining golden roof, forming a sharp contrast with the colorful prayer flags dancing wildly below. The entire picture is full of tremendous tension between the primitive natural forces and the solemn religious buildings. It perfectly captures the conflict and harmony between this primitive force and the solemn architecture, creating a gripping sense of immediate tension and epic atmosphere like the broadcast of top sports events.", + "seed": 19086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_0/index_128_seed_19086_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21336727887392043, + "vlm_logprob": -0.21336727887392043, + "vlm_yes_no_margin": 1.924999976158142, + "vlm_token_credit": -0.21336727887392043, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0846632793545723 + ], + "opposite_logprob_tokens": [ + -2.5846633911132812 + ], + "logprob_reward": -0.0846632793545723, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0846632793545723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36604443192481995, + 0.028959602117538452, + 0.04496762156486511, + 0.32503241300582886, + 0.1455058753490448, + 0.012497993186116219, + 0.031101204454898834, + 0.012464558705687523, + 0.02667822316288948, + 0.006748053710907698 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0846632793545723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296652257442474 + ], + "opposite_logprob_tokens": [ + -2.237966537475586 + ], + "logprob_reward": -0.11296652257442474, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296652257442474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6917613744735718, + 0.021697280928492546, + 0.018985962495207787, + 0.017787955701351166, + 0.027482155710458755, + 0.019956469535827637, + 0.028053751215338707, + 0.13582439720630646, + 0.032377634197473526, + 0.006073025055229664 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.11296652257442474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710747122764587 + ], + "opposite_logprob_tokens": [ + -2.1271073818206787 + ], + "logprob_reward": -0.12710747122764587, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710747122764587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36075255274772644, + 0.1644860804080963, + 0.05963610112667084, + 0.21284233033657074, + 0.0505213662981987, + 0.034375037997961044, + 0.05554918944835663, + 0.027568740770220757, + 0.016380975022912025, + 0.017887627705931664 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.12710747122764587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680439591407776 + ], + "opposite_logprob_tokens": [ + -3.048680543899536 + ], + "logprob_reward": -0.048680439591407776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680439591407776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35348188877105713, + 0.04601186141371727, + 0.12214747071266174, + 0.14919894933700562, + 0.11998060345649719, + 0.023108111694455147, + 0.04223688691854477, + 0.0499112643301487, + 0.0675840973854065, + 0.026338819414377213 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.048680439591407776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a panoramic sweep moving horizontally to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the crimson walls of the Tashilhunpo Monastery visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thick clouds shifting rapidly and being torn by strong winds in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rows of prayer flags with blue, white, red, green, and yellow fabric visible on the gilded roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the prayer flags shown being violently torn from a drooping position to a straight, parallel position by the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934186816215515 + ], + "opposite_logprob_tokens": [ + -0.6934186816215515 + ], + "logprob_reward": -0.6934186816215515, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934186816215515, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.648227334022522, + 0.035388488322496414, + 0.03393376246094704, + 0.14856219291687012, + 0.04523427039384842, + 0.025932947173714638, + 0.01890525594353676, + 0.018274858593940735, + 0.018258322030305862, + 0.0072824773378670216 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.6934186816215515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_tensor([9912, 9912])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_tensor([9912, 9912])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a3c64b784933e062088ab09e87562a8706e648ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_tensor([9912, 9912])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a high-angle, top-down shot, slowly drifting downward, the camera observes the celestial princess Kaguya as she strolls across a vast field at dawn. Her long, raven hair flows freely down her back, adorned with an intricate golden comb. She is swathed in a shimmering, multi-layered silk robe—a traditional jumnihitoe—in shades of pearly white, lavender, and soft gold. True-to-life macro focus intensely highlights the intricate embroidery on her sleeves, revealing the golden threads forming celestial patterns of cranes and clouds, each stitch rendered with crystal clarity. The camera's sharp focus also captures every blade of lush green grass, each with perfectly spherical beads of morning dew clinging to its surface, refracting the sun's first golden rays like tiny prisms. Her steps are slow and ethereal, her feet seeming to float above the ground, the long hem of her robe trailing behind her, gently brushing the dew-drenched grass. A delicate, low-lying mist shrouds the landscape, scattering the warm golden light of dawn, creating a tranquil, dreamlike atmosphere that evokes a sense of serene, otherworldly beauty.", + "seed": 15319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_9912_seed_15319_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08715212270617485, + "vlm_logprob": -0.08715212270617485, + "vlm_yes_no_margin": 2.699999952316284, + "vlm_token_credit": -0.08715212270617485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18174952268600464 + ], + "opposite_logprob_tokens": [ + -1.8067495822906494 + ], + "logprob_reward": -0.18174952268600464, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18174952268600464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10245804488658905, + 0.04868653416633606, + 0.1746477335691452, + 0.05196051299571991, + 0.04897812753915787, + 0.05912524461746216, + 0.0872027575969696, + 0.035591572523117065, + 0.3596336543560028, + 0.031715817749500275 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.18174952268600464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018232956528663635 + ], + "opposite_logprob_tokens": [ + -4.018232822418213 + ], + "logprob_reward": -0.018232956528663635, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018232956528663635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07038792967796326, + 0.043004970997571945, + 0.07516244798898697, + 0.13347922265529633, + 0.2337137758731842, + 0.043785981833934784, + 0.07387752085924149, + 0.06830494105815887, + 0.2213398963212967, + 0.036943331360816956 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.018232956528663635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337226502597332 + ], + "opposite_logprob_tokens": [ + -3.4087226390838623 + ], + "logprob_reward": -0.0337226502597332, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337226502597332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028847655281424522, + 0.021203817799687386, + 0.029207799583673477, + 0.017852596938610077, + 0.02436867542564869, + 0.1351158618927002, + 0.021156800910830498, + 0.05042493715882301, + 0.6400598287582397, + 0.03176207095384598 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.0337226502597332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298058182001114 + ], + "opposite_logprob_tokens": [ + -2.237980604171753 + ], + "logprob_reward": -0.11298058182001114, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298058182001114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795397728681564, + 0.03893592208623886, + 0.11173553764820099, + 0.05749358981847763, + 0.09783297777175903, + 0.04557313770055771, + 0.11968151479959488, + 0.15097005665302277, + 0.2222135066986084, + 0.06760982424020767 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.11298058182001114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907490223646164 + ], + "opposite_logprob_tokens": [ + -2.4640748500823975 + ], + "logprob_reward": -0.08907490223646164, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907490223646164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04940113425254822, + 0.019130632281303406, + 0.06244140863418579, + 0.06185256317257881, + 0.05784057080745697, + 0.06473062932491302, + 0.047641053795814514, + 0.03438175097107887, + 0.5594836473464966, + 0.04309661313891411 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.08907490223646164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high-angle, top-down shot, slowly drifting downward, the camera observes the celestial princess Kaguya as she strolls across a vast field at dawn. Her long, raven hair flows freely down her back, adorned with an intricate golden comb. She is swathed in a shimmering, multi-layered silk robe—a traditional jumnihitoe—in shades of pearly white, lavender, and soft gold. True-to-life macro focus intensely highlights the intricate embroidery on her sleeves, revealing the golden threads forming celestial patterns of cranes and clouds, each stitch rendered with crystal clarity. The camera's sharp focus also captures every blade of lush green grass, each with perfectly spherical beads of morning dew clinging to its surface, refracting the sun's first golden rays like tiny prisms. Her steps are slow and ethereal, her feet seeming to float above the ground, the long hem of her robe trailing behind her, gently brushing the dew-drenched grass. A delicate, low-lying mist shrouds the landscape, scattering the warm golden light of dawn, creating a tranquil, dreamlike atmosphere that evokes a sense of serene, otherworldly beauty.", + "seed": 15320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_9912_seed_15320_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07726150127127766, + "vlm_logprob": -0.07726150127127766, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.07726150127127766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16295641660690308 + ], + "opposite_logprob_tokens": [ + -1.9129564762115479 + ], + "logprob_reward": -0.16295641660690308, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16295641660690308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2827589511871338, + 0.20119960606098175, + 0.04089665412902832, + 0.021322498098015785, + 0.07501760870218277, + 0.24155426025390625, + 0.045540615916252136, + 0.020217105746269226, + 0.026173019781708717, + 0.0453195720911026 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.16295641660690308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006768277380615473 + ], + "opposite_logprob_tokens": [ + -5.006768226623535 + ], + "logprob_reward": -0.006768277380615473, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006768277380615473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4090728163719177, + 0.10603904724121094, + 0.033416684716939926, + 0.016143571585416794, + 0.06971536576747894, + 0.17686288058757782, + 0.10030774027109146, + 0.019759144634008408, + 0.03340665623545647, + 0.035276107490062714 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.006768277380615473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294768005609512 + ], + "opposite_logprob_tokens": [ + -2.237947702407837 + ], + "logprob_reward": -0.11294768005609512, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294768005609512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10888542234897614, + 0.03603914752602577, + 0.03959692269563675, + 0.040942754596471786, + 0.498889684677124, + 0.03094409592449665, + 0.16436651349067688, + 0.023270009085536003, + 0.0141302440315485, + 0.04293521121144295 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.11294768005609512 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048671357333660126 + ], + "opposite_logprob_tokens": [ + -3.048671245574951 + ], + "logprob_reward": -0.048671357333660126, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048671357333660126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15027691423892975, + 0.16888178884983063, + 0.04665529355406761, + 0.035158611834049225, + 0.23868750035762787, + 0.050398632884025574, + 0.10561636090278625, + 0.04010004550218582, + 0.07646942883729935, + 0.0877554640173912 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.048671357333660126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496377497911453 + ], + "opposite_logprob_tokens": [ + -2.9299638271331787 + ], + "logprob_reward": -0.05496377497911453, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496377497911453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08292284607887268, + 0.17507904767990112, + 0.05510467663407326, + 0.09993084520101547, + 0.07472936064004898, + 0.11977524310350418, + 0.2104933112859726, + 0.05449721962213516, + 0.06441027671098709, + 0.06305719166994095 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.05496377497911453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high-angle, top-down shot, slowly drifting downward, the camera observes the celestial princess Kaguya as she strolls across a vast field at dawn. Her long, raven hair flows freely down her back, adorned with an intricate golden comb. She is swathed in a shimmering, multi-layered silk robe—a traditional jumnihitoe—in shades of pearly white, lavender, and soft gold. True-to-life macro focus intensely highlights the intricate embroidery on her sleeves, revealing the golden threads forming celestial patterns of cranes and clouds, each stitch rendered with crystal clarity. The camera's sharp focus also captures every blade of lush green grass, each with perfectly spherical beads of morning dew clinging to its surface, refracting the sun's first golden rays like tiny prisms. Her steps are slow and ethereal, her feet seeming to float above the ground, the long hem of her robe trailing behind her, gently brushing the dew-drenched grass. A delicate, low-lying mist shrouds the landscape, scattering the warm golden light of dawn, creating a tranquil, dreamlike atmosphere that evokes a sense of serene, otherworldly beauty.", + "seed": 15321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_9912_seed_15321_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13443343415856362, + "vlm_logprob": -0.13443343415856362, + "vlm_yes_no_margin": 2.6499999880790712, + "vlm_token_credit": -0.13443343415856362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4312739968299866 + ], + "opposite_logprob_tokens": [ + -1.0562739372253418 + ], + "logprob_reward": -0.4312739968299866, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4312739968299866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11301393806934357, + 0.05677124112844467, + 0.059822287410497665, + 0.06959723681211472, + 0.063756063580513, + 0.29160749912261963, + 0.15541332960128784, + 0.055948805063962936, + 0.10965350270271301, + 0.02441607601940632 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.4312739968299866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00867503136396408 + ], + "opposite_logprob_tokens": [ + -4.7586750984191895 + ], + "logprob_reward": -0.00867503136396408, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00867503136396408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08080962300300598, + 0.0737883597612381, + 0.05743180587887764, + 0.1485070139169693, + 0.06734993308782578, + 0.14143894612789154, + 0.07850458472967148, + 0.08731541782617569, + 0.22530587017536163, + 0.03954840078949928 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.00867503136396408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308418184518814 + ], + "opposite_logprob_tokens": [ + -3.168084144592285 + ], + "logprob_reward": -0.04308418184518814, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308418184518814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17128002643585205, + 0.09431346505880356, + 0.1021580621600151, + 0.03551177680492401, + 0.040759824216365814, + 0.31604817509651184, + 0.0581357441842556, + 0.07492919266223907, + 0.04394052177667618, + 0.06292320042848587 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.04308418184518814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062065426260232925 + ], + "opposite_logprob_tokens": [ + -2.812065362930298 + ], + "logprob_reward": -0.062065426260232925, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062065426260232925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08313988149166107, + 0.03885359689593315, + 0.03877647966146469, + 0.07817734777927399, + 0.1801622062921524, + 0.32817429304122925, + 0.04089886695146561, + 0.04310290515422821, + 0.11214864253997803, + 0.0565657764673233 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.062065426260232925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706853449344635 + ], + "opposite_logprob_tokens": [ + -2.127068519592285 + ], + "logprob_reward": -0.12706853449344635, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706853449344635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05617343261837959, + 0.05670815706253052, + 0.10304061323404312, + 0.043345969170331955, + 0.11993106454610825, + 0.22882212698459625, + 0.25323188304901123, + 0.0681469738483429, + 0.05243593081831932, + 0.018163857981562614 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.12706853449344635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a high-angle, top-down shot, slowly drifting downward, the camera observes the celestial princess Kaguya as she strolls across a vast field at dawn. Her long, raven hair flows freely down her back, adorned with an intricate golden comb. She is swathed in a shimmering, multi-layered silk robe—a traditional jumnihitoe—in shades of pearly white, lavender, and soft gold. True-to-life macro focus intensely highlights the intricate embroidery on her sleeves, revealing the golden threads forming celestial patterns of cranes and clouds, each stitch rendered with crystal clarity. The camera's sharp focus also captures every blade of lush green grass, each with perfectly spherical beads of morning dew clinging to its surface, refracting the sun's first golden rays like tiny prisms. Her steps are slow and ethereal, her feet seeming to float above the ground, the long hem of her robe trailing behind her, gently brushing the dew-drenched grass. A delicate, low-lying mist shrouds the landscape, scattering the warm golden light of dawn, creating a tranquil, dreamlike atmosphere that evokes a sense of serene, otherworldly beauty.", + "seed": 15322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_1/index_9912_seed_15322_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11660475302487612, + "vlm_logprob": -0.11660475302487612, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.11660475302487612, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2043490707874298 + ], + "opposite_logprob_tokens": [ + -1.7043490409851074 + ], + "logprob_reward": -0.2043490707874298, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2043490707874298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18041741847991943, + 0.05897388607263565, + 0.05281247943639755, + 0.044245120137929916, + 0.10164151340723038, + 0.17655043303966522, + 0.10774856805801392, + 0.10520937293767929, + 0.08582287281751633, + 0.08657834678888321 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.2043490707874298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011111524887382984 + ], + "opposite_logprob_tokens": [ + -4.511111736297607 + ], + "logprob_reward": -0.011111524887382984, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011111524887382984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08072023838758469, + 0.08132559806108475, + 0.055478453636169434, + 0.05854332447052002, + 0.3725343644618988, + 0.11673621833324432, + 0.02865377441048622, + 0.10985670983791351, + 0.05792450159788132, + 0.03822685405611992 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.011111524887382984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370462030172348 + ], + "opposite_logprob_tokens": [ + -3.6513705253601074 + ], + "logprob_reward": -0.026370462030172348, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370462030172348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07439233362674713, + 0.09891611337661743, + 0.09149669110774994, + 0.05664542317390442, + 0.1168196052312851, + 0.06515368819236755, + 0.09554263204336166, + 0.2536431550979614, + 0.03656170144677162, + 0.11082867532968521 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.026370462030172348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906890451908112 + ], + "opposite_logprob_tokens": [ + -2.46406888961792 + ], + "logprob_reward": -0.08906890451908112, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906890451908112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07258817553520203, + 0.06142307072877884, + 0.11624936014413834, + 0.02514793537557125, + 0.13679735362529755, + 0.23490726947784424, + 0.08324533700942993, + 0.10393469780683517, + 0.1186823695898056, + 0.04702439904212952 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.08906890451908112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a celestial princess named Kaguya with long raven hair flowing down her back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing a multi-layered silk robe (jumnihitoe) in shades of pearly white, lavender, and soft gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a high-angle, top-down shot that slowly drifts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the sleeves of the robe shown with macro focus revealing intricate golden embroidery of cranes and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character strolling across a vast field at dawn with her feet appearing to float above the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212380290031433 + ], + "opposite_logprob_tokens": [ + -1.5021238327026367 + ], + "logprob_reward": -0.25212380290031433, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212380290031433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08679963648319244, + 0.030460994690656662, + 0.04433651268482208, + 0.05063137784600258, + 0.19699494540691376, + 0.093335822224617, + 0.1219257041811943, + 0.12201238423585892, + 0.1283572018146515, + 0.12514540553092957 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.25212380290031433 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_tensor([9464, 9464])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_tensor([9464, 9464])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..30de96c415291b2777b21a72fdb54c2a96cdc2b2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_tensor([9464, 9464])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, rendered in the classic Studio Ghibli animation style with subtle film grain, captures an elderly woman, her soft, silver-white hair tied loosely at the nape of her neck. She lies on a thick, pale cream-colored mat placed on the tatami floor of a dimly lit, traditional room with dark, warm wood-paneled walls. Beside her, the warm, orange-red embers of a few moxa sticks smolder on a small ceramic dish, casting a soft, partial glow and sending thin, delicate clouds of aromatic smoke in lazy spirals toward the ceiling. As tension melts from her forehead, a profound sense of relief is palpable on her expressive, hand-painted face. Her delicately lined eyelids close slowly and deliberately, and as she gently exhales, a gentle, serene smile appears on her lips, and the friendly lines at the corners of her eyes crinkle. The focused, warm glow from the embers illuminated her peaceful expression, capturing countless tiny motes of dust and making them dance and shimmer like miniature stars in the still, woody air, creating a feeling of deep, quiet contentment.", + "seed": 29924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_9464_seed_29924_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045866628922522065, + "vlm_logprob": -0.045866628922522065, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.045866628922522065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09093781560659409 + ], + "opposite_logprob_tokens": [ + -3.590937852859497 + ], + "logprob_reward": -0.09093781560659409, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.09093781560659409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36117294430732727, + 0.13814035058021545, + 0.043965306133031845, + 0.034129973500967026, + 0.06706613302230835, + 0.06344521790742874, + 0.05877622589468956, + 0.06030299514532089, + 0.07314344495534897, + 0.09985733032226562 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.09093781560659409 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209780275821686 + ], + "opposite_logprob_tokens": [ + -2.8120977878570557 + ], + "logprob_reward": -0.06209780275821686, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209780275821686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4936175048351288, + 0.1520516574382782, + 0.04318549856543541, + 0.0392102375626564, + 0.0319458469748497, + 0.029719866812229156, + 0.0448310561478138, + 0.07574761658906937, + 0.03864576667547226, + 0.05104492977261543 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.06209780275821686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002203657291829586 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.002203657291829586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002203657291829586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19088250398635864, + 0.12640343606472015, + 0.07293598353862762, + 0.061506714671850204, + 0.0694374218583107, + 0.06276465952396393, + 0.04884885996580124, + 0.1649857759475708, + 0.10291033238172531, + 0.0993242859840393 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.002203657291829586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092058166861534 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092058166861534, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092058166861534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34780195355415344, + 0.17389065027236938, + 0.1416184902191162, + 0.06672888994216919, + 0.05168909206986427, + 0.05768054723739624, + 0.058533355593681335, + 0.03622838854789734, + 0.028973523527383804, + 0.036855097860097885 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004092058166861534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000181078910828 + ], + "opposite_logprob_tokens": [ + -2.6950018405914307 + ], + "logprob_reward": -0.07000181078910828, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000181078910828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2368222028017044, + 0.08412708342075348, + 0.07306964695453644, + 0.05905745178461075, + 0.07232031226158142, + 0.11139419674873352, + 0.09604763239622116, + 0.10876253992319107, + 0.03661470487713814, + 0.12178423255681992 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.07000181078910828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in the classic Studio Ghibli animation style with subtle film grain, captures an elderly woman, her soft, silver-white hair tied loosely at the nape of her neck. She lies on a thick, pale cream-colored mat placed on the tatami floor of a dimly lit, traditional room with dark, warm wood-paneled walls. Beside her, the warm, orange-red embers of a few moxa sticks smolder on a small ceramic dish, casting a soft, partial glow and sending thin, delicate clouds of aromatic smoke in lazy spirals toward the ceiling. As tension melts from her forehead, a profound sense of relief is palpable on her expressive, hand-painted face. Her delicately lined eyelids close slowly and deliberately, and as she gently exhales, a gentle, serene smile appears on her lips, and the friendly lines at the corners of her eyes crinkle. The focused, warm glow from the embers illuminated her peaceful expression, capturing countless tiny motes of dust and making them dance and shimmer like miniature stars in the still, woody air, creating a feeling of deep, quiet contentment.", + "seed": 29925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_9464_seed_29925_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08719449657946825, + "vlm_logprob": -0.08719449657946825, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.08719449657946825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20675043761730194 + ], + "opposite_logprob_tokens": [ + -2.0817503929138184 + ], + "logprob_reward": -0.20675043761730194, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.20675043761730194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.134465292096138, + 0.21011051535606384, + 0.03275413066148758, + 0.042389001697301865, + 0.01892080344259739, + 0.06763321906328201, + 0.057290371507406235, + 0.06769881397485733, + 0.34798213839530945, + 0.020755739882588387 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.20675043761730194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040638089179993 + ], + "opposite_logprob_tokens": [ + -1.9104063510894775 + ], + "logprob_reward": -0.16040638089179993, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040638089179993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23850733041763306, + 0.29892611503601074, + 0.050868626683950424, + 0.04229293391108513, + 0.02618507295846939, + 0.03941301256418228, + 0.05233275517821312, + 0.04443478211760521, + 0.17842386662960052, + 0.028615528717637062 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.16040638089179993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1919747292995453, + 0.28931280970573425, + 0.05799995735287666, + 0.02984367497265339, + 0.039767131209373474, + 0.04674401879310608, + 0.027796566486358643, + 0.07390724122524261, + 0.1945171356201172, + 0.048136740922927856 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.263843297958374, + 0.17454278469085693, + 0.14401958882808685, + 0.04239833354949951, + 0.06244165077805519, + 0.10627612471580505, + 0.036002613604068756, + 0.05088658630847931, + 0.05625724419951439, + 0.06333182007074356 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012533823028206825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643309623003006 + ], + "opposite_logprob_tokens": [ + -3.0486433506011963 + ], + "logprob_reward": -0.048643309623003006, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643309623003006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.358289897441864, + 0.11072753369808197, + 0.05844786390662193, + 0.061248570680618286, + 0.0722653791308403, + 0.050123121589422226, + 0.05076458677649498, + 0.05532398819923401, + 0.11390059441328049, + 0.0689084604382515 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.048643309623003006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in the classic Studio Ghibli animation style with subtle film grain, captures an elderly woman, her soft, silver-white hair tied loosely at the nape of her neck. She lies on a thick, pale cream-colored mat placed on the tatami floor of a dimly lit, traditional room with dark, warm wood-paneled walls. Beside her, the warm, orange-red embers of a few moxa sticks smolder on a small ceramic dish, casting a soft, partial glow and sending thin, delicate clouds of aromatic smoke in lazy spirals toward the ceiling. As tension melts from her forehead, a profound sense of relief is palpable on her expressive, hand-painted face. Her delicately lined eyelids close slowly and deliberately, and as she gently exhales, a gentle, serene smile appears on her lips, and the friendly lines at the corners of her eyes crinkle. The focused, warm glow from the embers illuminated her peaceful expression, capturing countless tiny motes of dust and making them dance and shimmer like miniature stars in the still, woody air, creating a feeling of deep, quiet contentment.", + "seed": 29926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_9464_seed_29926_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035552575904875997, + "vlm_logprob": -0.035552575904875997, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.035552575904875997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04133337736129761 + ], + "opposite_logprob_tokens": [ + -4.041333198547363 + ], + "logprob_reward": -0.04133337736129761, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.04133337736129761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4120692312717438, + 0.06644400209188461, + 0.03040805086493492, + 0.029415693134069443, + 0.034792061895132065, + 0.027974843978881836, + 0.055185556411743164, + 0.057113029062747955, + 0.19540727138519287, + 0.09119021147489548 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04133337736129761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038122545927762985 + ], + "opposite_logprob_tokens": [ + -3.2881226539611816 + ], + "logprob_reward": -0.038122545927762985, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038122545927762985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2983785569667816, + 0.25279247760772705, + 0.04391731321811676, + 0.040478985756635666, + 0.03892676159739494, + 0.03336961567401886, + 0.07725612074136734, + 0.06653253734111786, + 0.10460168123245239, + 0.04374591261148453 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.038122545927762985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046432530507445335 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046432530507445335, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046432530507445335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3475964069366455, + 0.18593230843544006, + 0.054170481860637665, + 0.0246893297880888, + 0.04443003609776497, + 0.04358809441328049, + 0.06095125898718834, + 0.047694507986307144, + 0.1421765387058258, + 0.04877100884914398 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0046432530507445335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3540216088294983, + 0.085381880402565, + 0.058046337217092514, + 0.041813142597675323, + 0.038836874067783356, + 0.05039225146174431, + 0.041570790112018585, + 0.2112049013376236, + 0.09242220968008041, + 0.02631007507443428 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902768790721893 + ], + "opposite_logprob_tokens": [ + -2.4640276432037354 + ], + "logprob_reward": -0.08902768790721893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902768790721893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402781754732132, + 0.06347576528787613, + 0.03958709165453911, + 0.07309631258249283, + 0.12563516199588776, + 0.04074469581246376, + 0.03383956104516983, + 0.0952562764286995, + 0.3331359326839447, + 0.054951030761003494 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.08902768790721893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in the classic Studio Ghibli animation style with subtle film grain, captures an elderly woman, her soft, silver-white hair tied loosely at the nape of her neck. She lies on a thick, pale cream-colored mat placed on the tatami floor of a dimly lit, traditional room with dark, warm wood-paneled walls. Beside her, the warm, orange-red embers of a few moxa sticks smolder on a small ceramic dish, casting a soft, partial glow and sending thin, delicate clouds of aromatic smoke in lazy spirals toward the ceiling. As tension melts from her forehead, a profound sense of relief is palpable on her expressive, hand-painted face. Her delicately lined eyelids close slowly and deliberately, and as she gently exhales, a gentle, serene smile appears on her lips, and the friendly lines at the corners of her eyes crinkle. The focused, warm glow from the embers illuminated her peaceful expression, capturing countless tiny motes of dust and making them dance and shimmer like miniature stars in the still, woody air, creating a feeling of deep, quiet contentment.", + "seed": 29927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_10/index_9464_seed_29927_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05979738491587341, + "vlm_logprob": -0.05979738491587341, + "vlm_yes_no_margin": 3.774999976158142, + "vlm_token_credit": -0.05979738491587341, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19299516081809998 + ], + "opposite_logprob_tokens": [ + -2.067995071411133 + ], + "logprob_reward": -0.19299516081809998, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.19299516081809998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22873489558696747, + 0.07259227335453033, + 0.06201696768403053, + 0.10370428115129471, + 0.12234897166490555, + 0.08943747729063034, + 0.05182921513915062, + 0.091111920773983, + 0.08320531249046326, + 0.09501873701810837 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.19299516081809998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007216662168503 + ], + "opposite_logprob_tokens": [ + -2.6950721740722656 + ], + "logprob_reward": -0.07007216662168503, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007216662168503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0800166055560112, + 0.033573489636182785, + 0.024309156462550163, + 0.050181467086076736, + 0.050621770322322845, + 0.0593370720744133, + 0.4921956956386566, + 0.12857486307621002, + 0.027449950575828552, + 0.05373998358845711 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.07007216662168503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958887282758951 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005958887282758951, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958887282758951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10586020350456238, + 0.05622924864292145, + 0.1292518824338913, + 0.06795348972082138, + 0.05455848202109337, + 0.045411478728055954, + 0.3481813967227936, + 0.10310046374797821, + 0.030946580693125725, + 0.058506790548563004 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.005958887282758951 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09801464527845383, + 0.054505735635757446, + 0.1295701414346695, + 0.12146647274494171, + 0.09740343689918518, + 0.12589558959007263, + 0.055566802620887756, + 0.06350217759609222, + 0.13367407023906708, + 0.12040086090564728 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.0036176491994410753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with classic Studio Ghibli animation featuring subtle film grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly woman with soft, silver-white hair tied loosely at the nape of her neck lying on a thick, pale cream-colored mat on a tatami floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are warm, orange-red embers from moxa sticks visible on a small ceramic dish, casting a soft glow and sending thin clouds of smoke in lazy spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's face show her eyelids closing slowly, a serene smile appearing, and lines crinkling at the corners of her eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634306065738201 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.02634306065738201, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634306065738201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2402527928352356, + 0.05285942927002907, + 0.1727522760629654, + 0.09763417392969131, + 0.03723153471946716, + 0.08689691871404648, + 0.15206687152385712, + 0.07332997024059296, + 0.03881504759192467, + 0.048161011189222336 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02634306065738201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_tensor([8448, 8448])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_tensor([8448, 8448])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9733a3f3c8c7b8920d5d8580b1d3e921918f8fe3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_tensor([8448, 8448])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a dynamic low-angle shot, the camera moving swiftly in a tight arc around a determined male football player with sweat-soaked short hair and a face strained with concentration. He executes a tackle on a vibrant, neatly manicured green field. Low to the ground, clad in a red jersey and matching shorts, one leg extended with absolute precision, his cleated boot making decisive contact with a white soccer ball, deflecting it just as it's about to pass him. The impact sends green blades and dark soil blasting into the air. Bright, direct sunlight casts sharp, defined shadows across the field, highlighting the tone of his muscles and the texture of his uniform. In the blurred background, the colorful mosaic of spectators in the vast stadium and the faint outlines of the goalposts create a high-stakes backdrop. The camera's continuous, circling movements capture the raw athleticism and crucial timing of the defense, creating a powerful, intense atmosphere focused entirely on this game-changing moment of defensive brilliance.", + "seed": 5560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_8448_seed_5560_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03355206330306828, + "vlm_logprob": -0.03355206330306828, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03355206330306828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023544147610664368 + ], + "opposite_logprob_tokens": [ + -3.7735440731048584 + ], + "logprob_reward": -0.023544147610664368, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023544147610664368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22978666424751282, + 0.07369055598974228, + 0.11155805736780167, + 0.10982106626033783, + 0.07642322033643723, + 0.11309634149074554, + 0.0774625837802887, + 0.04363152012228966, + 0.08615691214799881, + 0.07837312668561935 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.023544147610664368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002659887075424 + ], + "opposite_logprob_tokens": [ + -2.6950266361236572 + ], + "logprob_reward": -0.07002659887075424, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002659887075424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2221847027540207, + 0.07764875143766403, + 0.2089797407388687, + 0.06076568365097046, + 0.07742487639188766, + 0.14317487180233002, + 0.062231212854385376, + 0.019423071295022964, + 0.029012126848101616, + 0.09915488958358765 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.07002659887075424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160650834441185 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160650834441185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160650834441185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22547605633735657, + 0.1283676028251648, + 0.09787075966596603, + 0.08202411234378815, + 0.08228830993175507, + 0.1881398856639862, + 0.03942444920539856, + 0.014736304059624672, + 0.062006644904613495, + 0.07966581732034683 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0160650834441185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189597511664033 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189597511664033, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189597511664033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23692458868026733, + 0.0588962659239769, + 0.10195896029472351, + 0.08519420027732849, + 0.07685258984565735, + 0.19505423307418823, + 0.03826341778039932, + 0.014703448861837387, + 0.12228641659021378, + 0.06986583024263382 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.003189597511664033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493488907814026 + ], + "opposite_logprob_tokens": [ + -2.9299349784851074 + ], + "logprob_reward": -0.05493488907814026, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493488907814026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16688397526741028, + 0.0930013582110405, + 0.1726001501083374, + 0.16039152443408966, + 0.21588100492954254, + 0.10600006580352783, + 0.026496142148971558, + 0.013666598126292229, + 0.015030644834041595, + 0.03004847653210163 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.05493488907814026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic low-angle shot, the camera moving swiftly in a tight arc around a determined male football player with sweat-soaked short hair and a face strained with concentration. He executes a tackle on a vibrant, neatly manicured green field. Low to the ground, clad in a red jersey and matching shorts, one leg extended with absolute precision, his cleated boot making decisive contact with a white soccer ball, deflecting it just as it's about to pass him. The impact sends green blades and dark soil blasting into the air. Bright, direct sunlight casts sharp, defined shadows across the field, highlighting the tone of his muscles and the texture of his uniform. In the blurred background, the colorful mosaic of spectators in the vast stadium and the faint outlines of the goalposts create a high-stakes backdrop. The camera's continuous, circling movements capture the raw athleticism and crucial timing of the defense, creating a powerful, intense atmosphere focused entirely on this game-changing moment of defensive brilliance.", + "seed": 5561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_8448_seed_5561_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01892265290953219, + "vlm_logprob": -0.01892265290953219, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.01892265290953219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01841437630355358 + ], + "opposite_logprob_tokens": [ + -4.018414497375488 + ], + "logprob_reward": -0.01841437630355358, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01841437630355358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08120613545179367, + 0.0409659743309021, + 0.14753523468971252, + 0.0550202801823616, + 0.036888353526592255, + 0.25505807995796204, + 0.11489158868789673, + 0.04680807143449783, + 0.04546379670500755, + 0.17616243660449982 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.01841437630355358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263621024787426 + ], + "opposite_logprob_tokens": [ + -3.651362180709839 + ], + "logprob_reward": -0.0263621024787426, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263621024787426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1351756602525711, + 0.0687842145562172, + 0.126288503408432, + 0.03896686062216759, + 0.06609973311424255, + 0.2804397642612457, + 0.1442861557006836, + 0.032291561365127563, + 0.029871536418795586, + 0.07779602706432343 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0263621024787426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538649141788483 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538649141788483, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538649141788483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16904371976852417, + 0.055829450488090515, + 0.0704590305685997, + 0.08154605329036713, + 0.23818998038768768, + 0.1510104387998581, + 0.0669543445110321, + 0.036750923842191696, + 0.05896569788455963, + 0.07125035673379898 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.012538649141788483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22731921076774597, + 0.08138439804315567, + 0.06766327470541, + 0.05872577428817749, + 0.10424713045358658, + 0.1726241111755371, + 0.1094442829489708, + 0.046487778425216675, + 0.04583875089883804, + 0.0862652137875557 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368357568979263 + ], + "opposite_logprob_tokens": [ + -3.4086835384368896 + ], + "logprob_reward": -0.03368357568979263, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368357568979263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24242165684700012, + 0.05600222572684288, + 0.0847412720322609, + 0.08800722658634186, + 0.1379987746477127, + 0.15933912992477417, + 0.050663530826568604, + 0.04686439409852028, + 0.03606922924518585, + 0.09789256751537323 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03368357568979263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic low-angle shot, the camera moving swiftly in a tight arc around a determined male football player with sweat-soaked short hair and a face strained with concentration. He executes a tackle on a vibrant, neatly manicured green field. Low to the ground, clad in a red jersey and matching shorts, one leg extended with absolute precision, his cleated boot making decisive contact with a white soccer ball, deflecting it just as it's about to pass him. The impact sends green blades and dark soil blasting into the air. Bright, direct sunlight casts sharp, defined shadows across the field, highlighting the tone of his muscles and the texture of his uniform. In the blurred background, the colorful mosaic of spectators in the vast stadium and the faint outlines of the goalposts create a high-stakes backdrop. The camera's continuous, circling movements capture the raw athleticism and crucial timing of the defense, creating a powerful, intense atmosphere focused entirely on this game-changing moment of defensive brilliance.", + "seed": 5562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_8448_seed_5562_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024163892026990652, + "vlm_logprob": -0.024163892026990652, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.024163892026990652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020818175747990608 + ], + "opposite_logprob_tokens": [ + -3.8958182334899902 + ], + "logprob_reward": -0.020818175747990608, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020818175747990608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822071671485901, + 0.031697120517492294, + 0.06908155977725983, + 0.11409500241279602, + 0.13266783952713013, + 0.015424168668687344, + 0.019474007189273834, + 0.05603780597448349, + 0.08257310092449188, + 0.2967422306537628 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.020818175747990608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811853006482124 + ], + "opposite_logprob_tokens": [ + -3.288118600845337 + ], + "logprob_reward": -0.03811853006482124, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811853006482124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08728697896003723, + 0.03791508823633194, + 0.08721545338630676, + 0.11343222111463547, + 0.13036832213401794, + 0.12916962802410126, + 0.015386474318802357, + 0.0685330480337143, + 0.09139494597911835, + 0.23929788172245026 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.03811853006482124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197533018887043 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197533018887043, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197533018887043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08640748262405396, + 0.03162192180752754, + 0.07737816870212555, + 0.23915858566761017, + 0.10995008051395416, + 0.031152592971920967, + 0.023371083661913872, + 0.03926008194684982, + 0.06912592053413391, + 0.29257404804229736 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.014197533018887043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638150800019503 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638150800019503, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638150800019503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1205432340502739, + 0.03947437182068825, + 0.05907750129699707, + 0.0641450583934784, + 0.2093026340007782, + 0.06571262329816818, + 0.0421941801905632, + 0.06595533341169357, + 0.07136480510234833, + 0.2622303068637848 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.004638150800019503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304707050323486 + ], + "opposite_logprob_tokens": [ + -3.1680469512939453 + ], + "logprob_reward": -0.04304707050323486, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304707050323486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10215335339307785, + 0.05942199379205704, + 0.11740341782569885, + 0.09035138040781021, + 0.1495560109615326, + 0.06386511027812958, + 0.08392494916915894, + 0.154493048787117, + 0.08901054412126541, + 0.08982016891241074 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.04304707050323486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dynamic low-angle shot, the camera moving swiftly in a tight arc around a determined male football player with sweat-soaked short hair and a face strained with concentration. He executes a tackle on a vibrant, neatly manicured green field. Low to the ground, clad in a red jersey and matching shorts, one leg extended with absolute precision, his cleated boot making decisive contact with a white soccer ball, deflecting it just as it's about to pass him. The impact sends green blades and dark soil blasting into the air. Bright, direct sunlight casts sharp, defined shadows across the field, highlighting the tone of his muscles and the texture of his uniform. In the blurred background, the colorful mosaic of spectators in the vast stadium and the faint outlines of the goalposts create a high-stakes backdrop. The camera's continuous, circling movements capture the raw athleticism and crucial timing of the defense, creating a powerful, intense atmosphere focused entirely on this game-changing moment of defensive brilliance.", + "seed": 5563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_11/index_8448_seed_5563_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04779220297932625, + "vlm_logprob": -0.04779220297932625, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.04779220297932625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033904045820236206 + ], + "opposite_logprob_tokens": [ + -3.4089040756225586 + ], + "logprob_reward": -0.033904045820236206, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033904045820236206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606016308069229, + 0.10385032743215561, + 0.12648917734622955, + 0.0901055634021759, + 0.08931561559438705, + 0.12303932756185532, + 0.0737040638923645, + 0.11019760370254517, + 0.05575139820575714, + 0.06694526225328445 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.033904045820236206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992141842842102 + ], + "opposite_logprob_tokens": [ + -1.8049213886260986 + ], + "logprob_reward": -0.17992141842842102, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992141842842102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13682645559310913, + 0.13491079211235046, + 0.08260644227266312, + 0.12069756537675858, + 0.10863851010799408, + 0.10815844684839249, + 0.07620517909526825, + 0.0875232070684433, + 0.05287041887640953, + 0.09156303107738495 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.17992141842842102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784476831555367 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784476831555367, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784476831555367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12180374562740326, + 0.11162246763706207, + 0.07459374517202377, + 0.05573032423853874, + 0.11240307241678238, + 0.10605232417583466, + 0.05797434225678444, + 0.2323976755142212, + 0.049194708466529846, + 0.07822765409946442 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.009784476831555367 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818899229168892 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.002818899229168892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818899229168892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11848995089530945, + 0.11724430322647095, + 0.0667584240436554, + 0.06665804982185364, + 0.0623408704996109, + 0.15898598730564117, + 0.11407347023487091, + 0.18442079424858093, + 0.06286529451608658, + 0.04816284403204918 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.002818899229168892 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male football player wearing a red jersey and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player executing a tackle on a white soccer ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show green blades and dark soil blasting into the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vibrant, neatly manicured green field with bright, direct sunlight casting sharp shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a continuous, swift low-angle arc around the player?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532174587249756 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532174587249756, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532174587249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.235097736120224, + 0.10234790295362473, + 0.04016132652759552, + 0.0569835901260376, + 0.055943813174963, + 0.12381252646446228, + 0.03963909670710564, + 0.13029631972312927, + 0.09581039100885391, + 0.11990731209516525 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.012532174587249756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_tensor([8640, 8640])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_tensor([8640, 8640])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b254cc7003a86a269a91f3fdcd873fc8d8ae6f0b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_tensor([8640, 8640])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-length, static shot captures a dramatic confrontation set amidst a desolate, golden wheat field. A pitch-black crow perches atop a scarecrow, its glossy feathers gleaming an ominous blue-purple hue in the chilly dusk light. With its sharp, pointed beak, it pecks fiercely, repeatedly, at the scarecrow's tattered straw hat. Each strike is precise and powerful, sending dry straw fibers flying through the air. The scarecrow, supported by a crude wooden cross, wears a faded plaid flannel shirt. Its sleeves, tattered and torn into long strips, whip and flutter violently in the howling wind, like two powerless arms desperately flailing in a futile attempt to drive away the ferocious intruder. The scene is shrouded in a darkening sky, overcast and overcast. The low light heightens the image's tension and desolation, creating a visual narrative of primal power and struggle.", + "seed": 33519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_8640_seed_33519_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18063031882047653, + "vlm_logprob": -0.18063031882047653, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.18063031882047653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2743360102176666 + ], + "opposite_logprob_tokens": [ + -1.5243359804153442 + ], + "logprob_reward": -0.2743360102176666, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2743360102176666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1783912181854248, + 0.04862883314490318, + 0.22844325006008148, + 0.0825299546122551, + 0.05142781138420105, + 0.1044701412320137, + 0.04070356488227844, + 0.06946388632059097, + 0.13982339203357697, + 0.05611786991357803 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.2743360102176666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374454751610756 + ], + "opposite_logprob_tokens": [ + -3.4087445735931396 + ], + "logprob_reward": -0.03374454751610756, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374454751610756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06807778030633926, + 0.04666312038898468, + 0.09821972995996475, + 0.023946963250637054, + 0.03288833051919937, + 0.01690603606402874, + 0.04366349056363106, + 0.21979457139968872, + 0.3107175827026367, + 0.13912241160869598 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.03374454751610756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329622581601143 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.02329622581601143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329622581601143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09131255745887756, + 0.04834926128387451, + 0.13367117941379547, + 0.02358086220920086, + 0.025574788451194763, + 0.018390556797385216, + 0.019707100465893745, + 0.18492433428764343, + 0.4312739670276642, + 0.02321537956595421 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.02329622581601143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282959699630737 + ], + "opposite_logprob_tokens": [ + -2.017829656600952 + ], + "logprob_reward": -0.14282959699630737, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282959699630737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0939178317785263, + 0.050594523549079895, + 0.05594918504357338, + 0.05322359502315521, + 0.03528131544589996, + 0.07345037907361984, + 0.06643106043338776, + 0.13781492412090302, + 0.3075551688671112, + 0.12578199803829193 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.14282959699630737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289452135562897 + ], + "opposite_logprob_tokens": [ + -1.0539451837539673 + ], + "logprob_reward": -0.4289452135562897, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289452135562897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3358418345451355, + 0.05513618141412735, + 0.14716370403766632, + 0.04737519845366478, + 0.05427370220422745, + 0.07015145570039749, + 0.04173477739095688, + 0.04318853095173836, + 0.13092876970767975, + 0.07420578598976135 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.4289452135562897 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length, static shot captures a dramatic confrontation set amidst a desolate, golden wheat field. A pitch-black crow perches atop a scarecrow, its glossy feathers gleaming an ominous blue-purple hue in the chilly dusk light. With its sharp, pointed beak, it pecks fiercely, repeatedly, at the scarecrow's tattered straw hat. Each strike is precise and powerful, sending dry straw fibers flying through the air. The scarecrow, supported by a crude wooden cross, wears a faded plaid flannel shirt. Its sleeves, tattered and torn into long strips, whip and flutter violently in the howling wind, like two powerless arms desperately flailing in a futile attempt to drive away the ferocious intruder. The scene is shrouded in a darkening sky, overcast and overcast. The low light heightens the image's tension and desolation, creating a visual narrative of primal power and struggle.", + "seed": 33520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_8640_seed_33520_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14621715992689133, + "vlm_logprob": -0.14621715992689133, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.14621715992689133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16918838024139404 + ], + "opposite_logprob_tokens": [ + -1.919188380241394 + ], + "logprob_reward": -0.16918838024139404, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16918838024139404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19448135793209076, + 0.4432898461818695, + 0.01764102093875408, + 0.02585769258439541, + 0.024330487474799156, + 0.04714275524020195, + 0.056057315319776535, + 0.04508992284536362, + 0.059768326580524445, + 0.0863412469625473 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.16918838024139404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062458172440529 + ], + "opposite_logprob_tokens": [ + -3.8956246376037598 + ], + "logprob_reward": -0.02062458172440529, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062458172440529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18838508427143097, + 0.4066685736179352, + 0.036576416343450546, + 0.026227690279483795, + 0.03639407828450203, + 0.03521916642785072, + 0.11130841821432114, + 0.043987423181533813, + 0.0425465889275074, + 0.07268653810024261 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02062458172440529 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22012168169021606, + 0.4205501973628998, + 0.06783579289913177, + 0.0115507198497653, + 0.019544033333659172, + 0.028951149433851242, + 0.08613505959510803, + 0.03036975860595703, + 0.038452763110399246, + 0.07648884505033493 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905375003814697 + ], + "opposite_logprob_tokens": [ + -2.4640536308288574 + ], + "logprob_reward": -0.08905375003814697, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905375003814697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2156435251235962, + 0.44857481122016907, + 0.02568150870501995, + 0.01686614751815796, + 0.017086919397115707, + 0.02543325163424015, + 0.032211750745773315, + 0.037401214241981506, + 0.014644325710833073, + 0.16645655035972595 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.08905375003814697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892658710479736 + ], + "opposite_logprob_tokens": [ + -1.0539265871047974 + ], + "logprob_reward": -0.42892658710479736, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892658710479736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602822244167328, + 0.19102413952350616, + 0.020344045013189316, + 0.039929721504449844, + 0.03134768828749657, + 0.018251599743962288, + 0.07819883525371552, + 0.0357944555580616, + 0.06802186369895935, + 0.3568055033683777 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.42892658710479736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length, static shot captures a dramatic confrontation set amidst a desolate, golden wheat field. A pitch-black crow perches atop a scarecrow, its glossy feathers gleaming an ominous blue-purple hue in the chilly dusk light. With its sharp, pointed beak, it pecks fiercely, repeatedly, at the scarecrow's tattered straw hat. Each strike is precise and powerful, sending dry straw fibers flying through the air. The scarecrow, supported by a crude wooden cross, wears a faded plaid flannel shirt. Its sleeves, tattered and torn into long strips, whip and flutter violently in the howling wind, like two powerless arms desperately flailing in a futile attempt to drive away the ferocious intruder. The scene is shrouded in a darkening sky, overcast and overcast. The low light heightens the image's tension and desolation, creating a visual narrative of primal power and struggle.", + "seed": 33521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_8640_seed_33521_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2549568459391594, + "vlm_logprob": -0.2549568459391594, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.2549568459391594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1962522715330124 + ], + "opposite_logprob_tokens": [ + -1.8212522268295288 + ], + "logprob_reward": -0.1962522715330124, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1962522715330124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17017515003681183, + 0.10267801582813263, + 0.16101616621017456, + 0.06103263050317764, + 0.09445372223854065, + 0.06431952863931656, + 0.06513603031635284, + 0.05373083055019379, + 0.08385104686021805, + 0.14360688626766205 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.1962522715330124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210318207740784 + ], + "opposite_logprob_tokens": [ + -2.812103271484375 + ], + "logprob_reward": -0.06210318207740784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210318207740784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19799520075321198, + 0.07163994014263153, + 0.07023631781339645, + 0.02745395340025425, + 0.04183654114603996, + 0.046294204890728, + 0.20190808176994324, + 0.16580305993556976, + 0.09486754238605499, + 0.08196517825126648 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.06210318207740784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004938274621964 + ], + "opposite_logprob_tokens": [ + -2.695049285888672 + ], + "logprob_reward": -0.07004938274621964, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004938274621964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1309366673231125, + 0.1064424067735672, + 0.21778349578380585, + 0.02689291164278984, + 0.03488059714436531, + 0.03279445692896843, + 0.06785092502832413, + 0.21863441169261932, + 0.08437276631593704, + 0.07941129803657532 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.07004938274621964 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134976327419281 + ], + "opposite_logprob_tokens": [ + -1.3134976625442505 + ], + "logprob_reward": -0.3134976327419281, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134976327419281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020345449447632, + 0.08979655802249908, + 0.12572737038135529, + 0.020674608647823334, + 0.02546769194304943, + 0.05661078542470932, + 0.07525917887687683, + 0.06986714899539948, + 0.16340240836143494, + 0.2729908525943756 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.3134976327419281 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632881760597229 + ], + "opposite_logprob_tokens": [ + -0.757881760597229 + ], + "logprob_reward": -0.632881760597229, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632881760597229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730869859457016, + 0.05539748817682266, + 0.10192421823740005, + 0.04754794389009476, + 0.05605486407876015, + 0.09113984555006027, + 0.07495062798261642, + 0.1434602588415146, + 0.1396418660879135, + 0.11679583042860031 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.632881760597229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length, static shot captures a dramatic confrontation set amidst a desolate, golden wheat field. A pitch-black crow perches atop a scarecrow, its glossy feathers gleaming an ominous blue-purple hue in the chilly dusk light. With its sharp, pointed beak, it pecks fiercely, repeatedly, at the scarecrow's tattered straw hat. Each strike is precise and powerful, sending dry straw fibers flying through the air. The scarecrow, supported by a crude wooden cross, wears a faded plaid flannel shirt. Its sleeves, tattered and torn into long strips, whip and flutter violently in the howling wind, like two powerless arms desperately flailing in a futile attempt to drive away the ferocious intruder. The scene is shrouded in a darkening sky, overcast and overcast. The low light heightens the image's tension and desolation, creating a visual narrative of primal power and struggle.", + "seed": 33522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_12/index_8640_seed_33522_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.223509319126606, + "vlm_logprob": -0.223509319126606, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.223509319126606, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.358579158782959 + ], + "opposite_logprob_tokens": [ + -1.233579158782959 + ], + "logprob_reward": -0.358579158782959, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.358579158782959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.104085773229599, + 0.082000233232975, + 0.2166358232498169, + 0.07451426237821579, + 0.17218182981014252, + 0.04187064617872238, + 0.05199168622493744, + 0.015164458192884922, + 0.18242979049682617, + 0.05912550166249275 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.358579158782959 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375618904829025 + ], + "opposite_logprob_tokens": [ + -3.4087562561035156 + ], + "logprob_reward": -0.03375618904829025, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375618904829025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029102222993969917, + 0.041772205382585526, + 0.15415771305561066, + 0.015169275924563408, + 0.09470776468515396, + 0.011946985498070717, + 0.3652133345603943, + 0.029988648369908333, + 0.1435234248638153, + 0.1144183948636055 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.03375618904829025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866670072078705 + ], + "opposite_logprob_tokens": [ + -3.0486667156219482 + ], + "logprob_reward": -0.04866670072078705, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866670072078705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04194679483771324, + 0.04368732124567032, + 0.4530296325683594, + 0.022998303174972534, + 0.04911743476986885, + 0.01879075914621353, + 0.14204329252243042, + 0.056345753371715546, + 0.11726056039333344, + 0.05478017032146454 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.04866670072078705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033911466598511 + ], + "opposite_logprob_tokens": [ + -2.35033917427063 + ], + "logprob_reward": -0.10033911466598511, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033911466598511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017733830958604813, + 0.03145294636487961, + 0.05054185912013054, + 0.01641509309411049, + 0.03069360926747322, + 0.011814665049314499, + 0.11969321966171265, + 0.017383035272359848, + 0.6360614895820618, + 0.0682101771235466 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.10033911466598511 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a pitch-black crow perched on a scarecrow wearing a faded plaid flannel shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crow have glossy feathers that gleam an ominous blue-purple hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crow pecking fiercely and repeatedly at the scarecrow's tattered straw hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scarecrow's sleeves tattered and fluttering violently in the wind?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762054324150085 + ], + "opposite_logprob_tokens": [ + -0.8262054324150085 + ], + "logprob_reward": -0.5762054324150085, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762054324150085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03423105180263519, + 0.02791588380932808, + 0.391825795173645, + 0.06186253949999809, + 0.09928268939256668, + 0.020202679559588432, + 0.10878147929906845, + 0.041954509913921356, + 0.18580807745456696, + 0.028135281056165695 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.5762054324150085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_tensor([9737, 9737])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_tensor([9737, 9737])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..94eb46ed1af63f1843d0020a49d256d85a519ee6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_tensor([9737, 9737])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a sweeping, still shot, the scene is rendered in a bright, bold, and vibrant watercolor style. A sharp, leaf-shaped bronze spearhead suddenly and unstoppably pierces a fragile paper screen. The spearhead exudes a deep, warm, ancient patina, rendered in watercolor as a blend of rich ochre and bright yellow, its surface etched with the mottled green patina of time. The brushstrokes are crisp and unrestrained. The screen it strikes is composed of thin rice paper, framed by a dark wooden lattice, set against a minimalist, Oriental interior. As the spearpoint penetrates, the paper instantly dents inward, tearing through an irregular, explosive rip. At the edges of the rip, intense colors intertwine with the white space within, creating a dynamic, wet, and saturated effect. Countless tiny scraps of paper, each imbued with vibrant brushstrokes and subtle colors, flutter and scatter like a flock of startled butterflies. Soft diffuse light slants in from outside the picture, processed into large, translucent blocks of bright color, which are sprinkled on the gun body and flying paper scraps, making the entire destruction process full of dramatic tension and vivid artistic beauty, creating a unique atmosphere that is both violent and impactful and full of the rhythm of expressionist painting.", + "seed": 520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_9737_seed_520_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19554981775581837, + "vlm_logprob": -0.19554981775581837, + "vlm_yes_no_margin": 2.275000011920929, + "vlm_token_credit": -0.19554981775581837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03419094160199165 + ], + "opposite_logprob_tokens": [ + -3.4091908931732178 + ], + "logprob_reward": -0.03419094160199165, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03419094160199165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22822779417037964, + 0.06192091107368469, + 0.04373341053724289, + 0.06189420819282532, + 0.09332423657178879, + 0.118431955575943, + 0.06683092564344406, + 0.04628588631749153, + 0.12348400801420212, + 0.1558666229248047 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.03419094160199165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642081007361412 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642081007361412, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642081007361412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515453100204468, + 0.1316452920436859, + 0.06691344082355499, + 0.06209046393632889, + 0.1399962306022644, + 0.07851793617010117, + 0.051738325506448746, + 0.03007940761744976, + 0.07806628197431564, + 0.10940735042095184 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.007642081007361412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813761532306671 + ], + "opposite_logprob_tokens": [ + -1.4063761234283447 + ], + "logprob_reward": -0.2813761532306671, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813761532306671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14409056305885315, + 0.19522926211357117, + 0.07131727784872055, + 0.06276485323905945, + 0.08427607268095016, + 0.08631616830825806, + 0.07308489084243774, + 0.07429759204387665, + 0.07294295728206635, + 0.13568037748336792 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.2813761532306671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255822718143463 + ], + "opposite_logprob_tokens": [ + -1.600582242012024 + ], + "logprob_reward": -0.2255822718143463, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255822718143463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18617767095565796, + 0.08104325830936432, + 0.09260022640228271, + 0.060133256018161774, + 0.10484310239553452, + 0.10966778546571732, + 0.1315470188856125, + 0.05237496644258499, + 0.05364733189344406, + 0.12796537578105927 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.2255822718143463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895764112472534 + ], + "opposite_logprob_tokens": [ + -1.0539577007293701 + ], + "logprob_reward": -0.42895764112472534, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42895764112472534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2344774752855301, + 0.16300563514232635, + 0.04945727437734604, + 0.05558685585856438, + 0.05137219652533531, + 0.10610238462686539, + 0.06751444935798645, + 0.04025169834494591, + 0.08694218099117279, + 0.145289808511734 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.42895764112472534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, still shot, the scene is rendered in a bright, bold, and vibrant watercolor style. A sharp, leaf-shaped bronze spearhead suddenly and unstoppably pierces a fragile paper screen. The spearhead exudes a deep, warm, ancient patina, rendered in watercolor as a blend of rich ochre and bright yellow, its surface etched with the mottled green patina of time. The brushstrokes are crisp and unrestrained. The screen it strikes is composed of thin rice paper, framed by a dark wooden lattice, set against a minimalist, Oriental interior. As the spearpoint penetrates, the paper instantly dents inward, tearing through an irregular, explosive rip. At the edges of the rip, intense colors intertwine with the white space within, creating a dynamic, wet, and saturated effect. Countless tiny scraps of paper, each imbued with vibrant brushstrokes and subtle colors, flutter and scatter like a flock of startled butterflies. Soft diffuse light slants in from outside the picture, processed into large, translucent blocks of bright color, which are sprinkled on the gun body and flying paper scraps, making the entire destruction process full of dramatic tension and vivid artistic beauty, creating a unique atmosphere that is both violent and impactful and full of the rhythm of expressionist painting.", + "seed": 521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_9737_seed_521_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03493513418361545, + "vlm_logprob": -0.03493513418361545, + "vlm_yes_no_margin": 4.300000023841858, + "vlm_token_credit": -0.03493513418361545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007969249971210957 + ], + "opposite_logprob_tokens": [ + -4.882969379425049 + ], + "logprob_reward": -0.007969249971210957, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007969249971210957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24060982465744019, + 0.05110272392630577, + 0.0738125890493393, + 0.1417875438928604, + 0.035677470266819, + 0.08278961479663849, + 0.12657657265663147, + 0.09724943339824677, + 0.0652003139257431, + 0.0851939395070076 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.007969249971210957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2917216420173645, + 0.050293322652578354, + 0.032700974494218826, + 0.052299246191978455, + 0.021087661385536194, + 0.05724048614501953, + 0.10156947374343872, + 0.04090413078665733, + 0.2914665937423706, + 0.06071650609374046 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738557480275631 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738557480275631, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738557480275631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3585878312587738, + 0.10179442167282104, + 0.03333424776792526, + 0.03179417550563812, + 0.013323508203029633, + 0.06577669084072113, + 0.19766856729984283, + 0.0892176553606987, + 0.06516696512699127, + 0.043335895985364914 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.006738557480275631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633998032659292 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633998032659292, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633998032659292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06770731508731842, + 0.022212011739611626, + 0.027304811403155327, + 0.02377706952393055, + 0.015126685611903667, + 0.10798783600330353, + 0.3876078426837921, + 0.03221963346004486, + 0.29717138409614563, + 0.01888539269566536 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.004633998032659292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278309047222137 + ], + "opposite_logprob_tokens": [ + -2.0177831649780273 + ], + "logprob_reward": -0.14278309047222137, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14278309047222137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34161195158958435, + 0.05506421998143196, + 0.030999787151813507, + 0.05197649821639061, + 0.023887723684310913, + 0.06746133416891098, + 0.05018247663974762, + 0.208937868475914, + 0.04541599005460739, + 0.12446221709251404 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.14278309047222137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, still shot, the scene is rendered in a bright, bold, and vibrant watercolor style. A sharp, leaf-shaped bronze spearhead suddenly and unstoppably pierces a fragile paper screen. The spearhead exudes a deep, warm, ancient patina, rendered in watercolor as a blend of rich ochre and bright yellow, its surface etched with the mottled green patina of time. The brushstrokes are crisp and unrestrained. The screen it strikes is composed of thin rice paper, framed by a dark wooden lattice, set against a minimalist, Oriental interior. As the spearpoint penetrates, the paper instantly dents inward, tearing through an irregular, explosive rip. At the edges of the rip, intense colors intertwine with the white space within, creating a dynamic, wet, and saturated effect. Countless tiny scraps of paper, each imbued with vibrant brushstrokes and subtle colors, flutter and scatter like a flock of startled butterflies. Soft diffuse light slants in from outside the picture, processed into large, translucent blocks of bright color, which are sprinkled on the gun body and flying paper scraps, making the entire destruction process full of dramatic tension and vivid artistic beauty, creating a unique atmosphere that is both violent and impactful and full of the rhythm of expressionist painting.", + "seed": 522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_9737_seed_522_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03135906141251325, + "vlm_logprob": -0.03135906141251325, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03135906141251325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023547641932964325 + ], + "opposite_logprob_tokens": [ + -3.773547649383545 + ], + "logprob_reward": -0.023547641932964325, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023547641932964325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649996876716614, + 0.04522741213440895, + 0.049203548580408096, + 0.06731706112623215, + 0.12327627837657928, + 0.13841551542282104, + 0.16172972321510315, + 0.17543219029903412, + 0.09578832983970642, + 0.06710998713970184 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.023547641932964325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076333265751600266 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.0076333265751600266, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076333265751600266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05699092522263527, + 0.05426688864827156, + 0.03744038939476013, + 0.05228877812623978, + 0.031115161255002022, + 0.06000622734427452, + 0.2882261276245117, + 0.1854030042886734, + 0.18341009318828583, + 0.050852395594120026 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.0076333265751600266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638040162622929 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008638040162622929, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638040162622929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07473424822092056, + 0.06838464736938477, + 0.029900867491960526, + 0.04641168192028999, + 0.06094377115368843, + 0.06866683810949326, + 0.17725770175457, + 0.3160465955734253, + 0.13877737522125244, + 0.01887616515159607 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.008638040162622929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203114241361618 + ], + "opposite_logprob_tokens": [ + -2.8120310306549072 + ], + "logprob_reward": -0.06203114241361618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203114241361618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09011290967464447, + 0.046397335827350616, + 0.03560728579759598, + 0.04455624148249626, + 0.2536049485206604, + 0.17236286401748657, + 0.15176022052764893, + 0.10504612326622009, + 0.05486317723989487, + 0.04568886756896973 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.06203114241361618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494515597820282 + ], + "opposite_logprob_tokens": [ + -2.929945230484009 + ], + "logprob_reward": -0.05494515597820282, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494515597820282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855613887310028, + 0.04122817516326904, + 0.03609868511557579, + 0.054180826991796494, + 0.026367800310254097, + 0.07188662886619568, + 0.15417838096618652, + 0.28826919198036194, + 0.12459946423768997, + 0.01762944646179676 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.05494515597820282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a sweeping, still shot, the scene is rendered in a bright, bold, and vibrant watercolor style. A sharp, leaf-shaped bronze spearhead suddenly and unstoppably pierces a fragile paper screen. The spearhead exudes a deep, warm, ancient patina, rendered in watercolor as a blend of rich ochre and bright yellow, its surface etched with the mottled green patina of time. The brushstrokes are crisp and unrestrained. The screen it strikes is composed of thin rice paper, framed by a dark wooden lattice, set against a minimalist, Oriental interior. As the spearpoint penetrates, the paper instantly dents inward, tearing through an irregular, explosive rip. At the edges of the rip, intense colors intertwine with the white space within, creating a dynamic, wet, and saturated effect. Countless tiny scraps of paper, each imbued with vibrant brushstrokes and subtle colors, flutter and scatter like a flock of startled butterflies. Soft diffuse light slants in from outside the picture, processed into large, translucent blocks of bright color, which are sprinkled on the gun body and flying paper scraps, making the entire destruction process full of dramatic tension and vivid artistic beauty, creating a unique atmosphere that is both violent and impactful and full of the rhythm of expressionist painting.", + "seed": 523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_13/index_9737_seed_523_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07509237602353096, + "vlm_logprob": -0.07509237602353096, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.07509237602353096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014689622446894646 + ], + "opposite_logprob_tokens": [ + -4.2646894454956055 + ], + "logprob_reward": -0.014689622446894646, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014689622446894646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14499996602535248, + 0.26730719208717346, + 0.06783529371023178, + 0.043439093977212906, + 0.050438594073057175, + 0.1333947777748108, + 0.07773597538471222, + 0.07647962123155594, + 0.033424947410821915, + 0.10494455695152283 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014689622446894646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361405849456787 + ], + "opposite_logprob_tokens": [ + -3.6513614654541016 + ], + "logprob_reward": -0.026361405849456787, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361405849456787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270797997713089, + 0.388966828584671, + 0.08678420633077621, + 0.05420628935098648, + 0.03996856510639191, + 0.1510128378868103, + 0.032299552112817764, + 0.03550923615694046, + 0.021619852632284164, + 0.06255288422107697 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.026361405849456787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980896644294262 + ], + "opposite_logprob_tokens": [ + -3.52980899810791 + ], + "logprob_reward": -0.02980896644294262, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980896644294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12441975623369217, + 0.2797882556915283, + 0.07118453085422516, + 0.10011927038431168, + 0.05251883342862129, + 0.10775363445281982, + 0.049070704728364944, + 0.10718023777008057, + 0.02694093808531761, + 0.08102384954690933 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02980896644294262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789700523018837 + ], + "opposite_logprob_tokens": [ + -2.578969955444336 + ], + "logprob_reward": -0.0789700523018837, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789700523018837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06578605622053146, + 0.24470295011997223, + 0.04586496949195862, + 0.08121533691883087, + 0.07723785191774368, + 0.15727193653583527, + 0.08042602241039276, + 0.10967474430799484, + 0.06654474884271622, + 0.07127539068460464 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.0789700523018837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a bright, bold, and vibrant watercolor style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sharp, leaf-shaped bronze spearhead with deep warm ochre and yellow patina visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spearhead pierce a fragile paper screen composed of thin rice paper framed by a dark wooden lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny scraps of paper flutter and scatter like butterflies after the screen tears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a minimalist Oriental interior with soft diffuse light slanting in from outside?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563183307647705 + ], + "opposite_logprob_tokens": [ + -1.600631833076477 + ], + "logprob_reward": -0.22563183307647705, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563183307647705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13784199953079224, + 0.291032075881958, + 0.09238399565219879, + 0.07990696281194687, + 0.042865145951509476, + 0.07614417374134064, + 0.05271180346608162, + 0.04159877449274063, + 0.06601327657699585, + 0.11950177699327469 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.22563183307647705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_tensor([6741, 6741])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_tensor([6741, 6741])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..73442dfad5883ab19fc578fca49723f575593481 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_tensor([6741, 6741])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up depicts the scene with clinical precision. A thin sheet of translucent plastic film is held firmly by static electricity to a large vertical metal panel painted a matte industrial blue. The cool, bright overhead lighting of the workshop environment reveals every subtle wrinkle and imperfection in the film as it conforms to the panel's lightly textured surface. The movement begins deliberately: the top edge of the film begins to separate, slowly peeling away from the metal at first, as if releasing a held breath. Then the separation accelerates, and in a single, fluid motion, the sheet detaches itself and begins its descent. It gracefully drifts through the still air, twisting and turning, its transparent body catching and distorting light into a moving, momentary flash of light. The silent, mesmerizing fall ends, and the film settles gently onto the polished gray concrete floor below, collapsing into a crumpled, weightless form.", + "seed": 7964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_6741_seed_7964_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30754311848431826, + "vlm_logprob": -0.30754311848431826, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.30754311848431826, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5058696269989014 + ], + "opposite_logprob_tokens": [ + -0.25586965680122375 + ], + "logprob_reward": -1.5058696269989014, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5058696269989014, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1215648427605629, + 0.05780547857284546, + 0.06921382993459702, + 0.05569908767938614, + 0.0512169785797596, + 0.18910765647888184, + 0.09617044031620026, + 0.2218705415725708, + 0.06859438866376877, + 0.06875670701265335 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -1.5058696269989014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011112703010439873 + ], + "opposite_logprob_tokens": [ + -4.511112689971924 + ], + "logprob_reward": -0.011112703010439873, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011112703010439873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047939132899045944, + 0.030622774735093117, + 0.06026928126811981, + 0.029846608638763428, + 0.020126041024923325, + 0.10794534534215927, + 0.15562443435192108, + 0.19267231225967407, + 0.06621300429105759, + 0.2887411117553711 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.011112703010439873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101080819964409 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101080819964409, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101080819964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11645808070898056, + 0.050090715289115906, + 0.06904717534780502, + 0.05645398050546646, + 0.07436126470565796, + 0.09617283940315247, + 0.19241343438625336, + 0.19107463955879211, + 0.07470083981752396, + 0.0792270377278328 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.004101080819964409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099300131201744 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099300131201744, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099300131201744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07680164277553558, + 0.04483752325177193, + 0.04724031314253807, + 0.045510184019804, + 0.05163698270916939, + 0.14292189478874207, + 0.14664830267429352, + 0.1507149636745453, + 0.20757262408733368, + 0.08611560612916946 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.004099300131201744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532881461083889 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532881461083889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532881461083889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08344697952270508, + 0.044397301971912384, + 0.055169135332107544, + 0.03952963277697563, + 0.03729888051748276, + 0.08719846606254578, + 0.1717010736465454, + 0.15576273202896118, + 0.1159333661198616, + 0.2095624804496765 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.012532881461083889 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts the scene with clinical precision. A thin sheet of translucent plastic film is held firmly by static electricity to a large vertical metal panel painted a matte industrial blue. The cool, bright overhead lighting of the workshop environment reveals every subtle wrinkle and imperfection in the film as it conforms to the panel's lightly textured surface. The movement begins deliberately: the top edge of the film begins to separate, slowly peeling away from the metal at first, as if releasing a held breath. Then the separation accelerates, and in a single, fluid motion, the sheet detaches itself and begins its descent. It gracefully drifts through the still air, twisting and turning, its transparent body catching and distorting light into a moving, momentary flash of light. The silent, mesmerizing fall ends, and the film settles gently onto the polished gray concrete floor below, collapsing into a crumpled, weightless form.", + "seed": 7965, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_6741_seed_7965_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20283915367908775, + "vlm_logprob": -0.20283915367908775, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.20283915367908775, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9872011542320251 + ], + "opposite_logprob_tokens": [ + -0.48720115423202515 + ], + "logprob_reward": -0.9872011542320251, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9872011542320251, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1330229640007019, + 0.1251591593027115, + 0.02283402718603611, + 0.03572214022278786, + 0.294683039188385, + 0.05913799628615379, + 0.053953658789396286, + 0.10604939609766006, + 0.15096348524093628, + 0.01847422495484352 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.9872011542320251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004667102824896574 + ], + "opposite_logprob_tokens": [ + -5.379667282104492 + ], + "logprob_reward": -0.004667102824896574, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004667102824896574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2960759103298187, + 0.0908416137099266, + 0.03586617112159729, + 0.04295358061790466, + 0.1546947956085205, + 0.038161616772413254, + 0.10235854238271713, + 0.12407325208187103, + 0.07486897706985474, + 0.04010549560189247 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.004667102824896574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003625251119956374 + ], + "opposite_logprob_tokens": [ + -5.628625392913818 + ], + "logprob_reward": -0.003625251119956374, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003625251119956374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22602519392967224, + 0.1816161423921585, + 0.043957144021987915, + 0.04292206093668938, + 0.07653266191482544, + 0.042001497000455856, + 0.14933256804943085, + 0.12151918560266495, + 0.06854797154664993, + 0.04754558205604553 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.003625251119956374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12654945254325867, + 0.15782813727855682, + 0.09729570895433426, + 0.0439346618950367, + 0.1545105129480362, + 0.08245577663183212, + 0.06764083355665207, + 0.07501867413520813, + 0.06920690834522247, + 0.12555937469005585 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.011078042909502983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076242173090577126 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.0076242173090577126, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076242173090577126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11140500009059906, + 0.07731933146715164, + 0.0316288024187088, + 0.03288644179701805, + 0.03519008308649063, + 0.0384049266576767, + 0.15691165626049042, + 0.25431230664253235, + 0.17795144021511078, + 0.08398999273777008 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0076242173090577126 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts the scene with clinical precision. A thin sheet of translucent plastic film is held firmly by static electricity to a large vertical metal panel painted a matte industrial blue. The cool, bright overhead lighting of the workshop environment reveals every subtle wrinkle and imperfection in the film as it conforms to the panel's lightly textured surface. The movement begins deliberately: the top edge of the film begins to separate, slowly peeling away from the metal at first, as if releasing a held breath. Then the separation accelerates, and in a single, fluid motion, the sheet detaches itself and begins its descent. It gracefully drifts through the still air, twisting and turning, its transparent body catching and distorting light into a moving, momentary flash of light. The silent, mesmerizing fall ends, and the film settles gently onto the polished gray concrete floor below, collapsing into a crumpled, weightless form.", + "seed": 7966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_6741_seed_7966_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14933481020852923, + "vlm_logprob": -0.14933481020852923, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.14933481020852923, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.725776731967926 + ], + "opposite_logprob_tokens": [ + -0.725776731967926 + ], + "logprob_reward": -0.725776731967926, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.725776731967926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13057908415794373, + 0.14179612696170807, + 0.10567925870418549, + 0.10473161190748215, + 0.07977025210857391, + 0.036251820623874664, + 0.10524850338697433, + 0.05994332209229469, + 0.10456126183271408, + 0.13143883645534515 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.725776731967926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009820480830967426 + ], + "opposite_logprob_tokens": [ + -4.634820461273193 + ], + "logprob_reward": -0.009820480830967426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009820480830967426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09094873070716858, + 0.06165466085076332, + 0.04248237982392311, + 0.028038300573825836, + 0.059125564992427826, + 0.04734132066369057, + 0.0861348956823349, + 0.07090210914611816, + 0.36391207575798035, + 0.14945998787879944 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009820480830967426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028266259469091892 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.0028266259469091892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028266259469091892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09205031394958496, + 0.19185836613178253, + 0.07073447108268738, + 0.16030701994895935, + 0.1388847529888153, + 0.05594279244542122, + 0.07344215363264084, + 0.07055196911096573, + 0.08922573179006577, + 0.05700242519378662 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.0028266259469091892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001517812255769968 + ], + "opposite_logprob_tokens": [ + -6.5015177726745605 + ], + "logprob_reward": -0.001517812255769968, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001517812255769968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06597671657800674, + 0.14093920588493347, + 0.04715978354215622, + 0.1811322718858719, + 0.1981571912765503, + 0.0930812880396843, + 0.0862780436873436, + 0.05006653070449829, + 0.05920284613966942, + 0.07800605893135071 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.001517812255769968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732400041073561 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732400041073561, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732400041073561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08372515439987183, + 0.06712731719017029, + 0.047362521290779114, + 0.05432084575295448, + 0.10640086978673935, + 0.0792158991098404, + 0.09222901612520218, + 0.11609874665737152, + 0.11702430993318558, + 0.23649534583091736 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.006732400041073561 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up depicts the scene with clinical precision. A thin sheet of translucent plastic film is held firmly by static electricity to a large vertical metal panel painted a matte industrial blue. The cool, bright overhead lighting of the workshop environment reveals every subtle wrinkle and imperfection in the film as it conforms to the panel's lightly textured surface. The movement begins deliberately: the top edge of the film begins to separate, slowly peeling away from the metal at first, as if releasing a held breath. Then the separation accelerates, and in a single, fluid motion, the sheet detaches itself and begins its descent. It gracefully drifts through the still air, twisting and turning, its transparent body catching and distorting light into a moving, momentary flash of light. The silent, mesmerizing fall ends, and the film settles gently onto the polished gray concrete floor below, collapsing into a crumpled, weightless form.", + "seed": 7967, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_14/index_6741_seed_7967_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15990809409413487, + "vlm_logprob": -0.15990809409413487, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.15990809409413487, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7787811160087585 + ], + "opposite_logprob_tokens": [ + -0.6537811160087585 + ], + "logprob_reward": -0.7787811160087585, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7787811160087585, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07359430193901062, + 0.12404944747686386, + 0.06539112329483032, + 0.07610077410936356, + 0.18471801280975342, + 0.028461895883083344, + 0.19974742829799652, + 0.0675492212176323, + 0.06576588749885559, + 0.11462191492319107 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.7787811160087585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036476997192949057 + ], + "opposite_logprob_tokens": [ + -5.628647804260254 + ], + "logprob_reward": -0.0036476997192949057, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036476997192949057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039055000990629196, + 0.3373473286628723, + 0.06476079672574997, + 0.02078852243721485, + 0.10765175521373749, + 0.09728839993476868, + 0.07394091039896011, + 0.08251134306192398, + 0.07385481148958206, + 0.1028011217713356 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.0036476997192949057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019456282025203109 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019456282025203109, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019456282025203109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06836212426424026, + 0.18657279014587402, + 0.06682243198156357, + 0.02846635691821575, + 0.22643861174583435, + 0.046171098947525024, + 0.09615730494260788, + 0.1100253090262413, + 0.0964585617184639, + 0.074525386095047 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0019456282025203109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099537618458271 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099537618458271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099537618458271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04148205742239952, + 0.08129557222127914, + 0.0805002897977829, + 0.11741668730974197, + 0.3328593969345093, + 0.034927550703287125, + 0.06591665744781494, + 0.08596061915159225, + 0.07951299101114273, + 0.08012815564870834 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.004099537618458271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large vertical metal panel painted matte industrial blue visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin sheet of translucent plastic film peel away from the panel and then detach to fall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the falling film twist and turn while drifting through the air before settling on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the film settle gently onto a polished gray concrete floor and collapse into a crumpled form?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066488921642303 + ], + "opposite_logprob_tokens": [ + -4.511066436767578 + ], + "logprob_reward": -0.011066488921642303, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066488921642303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04856327176094055, + 0.1525314450263977, + 0.023828405886888504, + 0.022210245952010155, + 0.08424527198076248, + 0.0803106427192688, + 0.11048385500907898, + 0.10572224855422974, + 0.11063382774591446, + 0.2614707946777344 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.011066488921642303 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_tensor([5765, 5765])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_tensor([5765, 5765])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..23e1f3a7c14001611f158c66f21e18a1ac5723e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_tensor([5765, 5765])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle drone shot closely follows a fierce chase across a vast expanse of white salt flats. A sleek, muscular black modern SUV, its sleek body coated in a thin layer of white salt dust, drives alongside a modified, rusted crimson pickup truck, just meters apart. The glaring midday sun beats down on the endless expanse of cracked, dry salt crust, casting brief, deep shadows beneath the vehicles and creating dazzling reflections on the white surface. The black SUV swerves sharply to the right, attempting to squeeze the other vehicle. Its wide tires dig furiously into the ground, kicking up a huge billow of white salt dust, nearly engulfing the rear half of the vehicle. The composition is extremely simple. Apart from the two speeding cars and the dust raised behind them, the background is a pure, slightly gray sky that blends with the ground, forming a surreal space with almost no reference objects. The whole picture is full of primitive power, passion for speed and a lonely and tense atmosphere, with a strong visual impact.", + "seed": 25617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_5765_seed_25617_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1172314896248281, + "vlm_logprob": -0.1172314896248281, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.1172314896248281, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234851837158203 + ], + "opposite_logprob_tokens": [ + -1.2734851837158203 + ], + "logprob_reward": -0.5234851837158203, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.5234851837158203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08347710222005844, + 0.06319274753332138, + 0.0342118963599205, + 0.06519557535648346, + 0.22229336202144623, + 0.08385280519723892, + 0.07631389796733856, + 0.054241668432950974, + 0.02195557951927185, + 0.2952653467655182 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.5234851837158203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004664255306124687 + ], + "opposite_logprob_tokens": [ + -5.379664421081543 + ], + "logprob_reward": -0.004664255306124687, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004664255306124687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04931790754199028, + 0.06366270035505295, + 0.03820551559329033, + 0.36853697896003723, + 0.05050564929842949, + 0.06330499798059464, + 0.03703432157635689, + 0.038911111652851105, + 0.018394961953163147, + 0.27212581038475037 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.004664255306124687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635337766259909 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635337766259909, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635337766259909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06386112421751022, + 0.08547048270702362, + 0.056883346289396286, + 0.060288749635219574, + 0.03143717721104622, + 0.08687518537044525, + 0.4285653531551361, + 0.10522959381341934, + 0.044508304446935654, + 0.036880698055028915 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.007635337766259909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298001728951931 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.0298001728951931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298001728951931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04353037104010582, + 0.03577933833003044, + 0.026341477409005165, + 0.07543867826461792, + 0.03604895621538162, + 0.2462822049856186, + 0.43089500069618225, + 0.030138468369841576, + 0.014866776764392853, + 0.06067875400185585 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.0298001728951931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572498440742493 + ], + "opposite_logprob_tokens": [ + -3.8955724239349365 + ], + "logprob_reward": -0.020572498440742493, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572498440742493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053444258868694305, + 0.10339610278606415, + 0.04916146397590637, + 0.16241924464702606, + 0.09003666788339615, + 0.1297689527273178, + 0.25062358379364014, + 0.027945678681135178, + 0.01055841613560915, + 0.12264570593833923 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.020572498440742493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle drone shot closely follows a fierce chase across a vast expanse of white salt flats. A sleek, muscular black modern SUV, its sleek body coated in a thin layer of white salt dust, drives alongside a modified, rusted crimson pickup truck, just meters apart. The glaring midday sun beats down on the endless expanse of cracked, dry salt crust, casting brief, deep shadows beneath the vehicles and creating dazzling reflections on the white surface. The black SUV swerves sharply to the right, attempting to squeeze the other vehicle. Its wide tires dig furiously into the ground, kicking up a huge billow of white salt dust, nearly engulfing the rear half of the vehicle. The composition is extremely simple. Apart from the two speeding cars and the dust raised behind them, the background is a pure, slightly gray sky that blends with the ground, forming a surreal space with almost no reference objects. The whole picture is full of primitive power, passion for speed and a lonely and tense atmosphere, with a strong visual impact.", + "seed": 25618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_5765_seed_25618_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.053554302803240715, + "vlm_logprob": -0.053554302803240715, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.053554302803240715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.177473247051239 + ], + "opposite_logprob_tokens": [ + -2.052473306655884 + ], + "logprob_reward": -0.177473247051239, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.177473247051239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3639199733734131, + 0.052017904818058014, + 0.05928447097539902, + 0.03160464018583298, + 0.06777162104845047, + 0.06812329590320587, + 0.041718751192092896, + 0.026608170941472054, + 0.24007894098758698, + 0.04887232184410095 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.177473247051239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015255491016432643 + ], + "opposite_logprob_tokens": [ + -6.501525402069092 + ], + "logprob_reward": -0.0015255491016432643, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015255491016432643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43573665618896484, + 0.14859279990196228, + 0.0615340918302536, + 0.04236843064427376, + 0.08814812451601028, + 0.031994111835956573, + 0.0268606785684824, + 0.04182484373450279, + 0.04873906821012497, + 0.07420120388269424 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0015255491016432643 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43395301699638367, + 0.05188562348484993, + 0.061488762497901917, + 0.07537028193473816, + 0.04631183668971062, + 0.0863012745976448, + 0.08988133072853088, + 0.09671032428741455, + 0.03357510641217232, + 0.02452250011265278 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012544536031782627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204122677445412 + ], + "opposite_logprob_tokens": [ + -2.8120412826538086 + ], + "logprob_reward": -0.06204122677445412, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204122677445412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3149212598800659, + 0.05839494243264198, + 0.04773981496691704, + 0.04865005984902382, + 0.09752703458070755, + 0.13792437314987183, + 0.036410149186849594, + 0.030675359070301056, + 0.1422875076532364, + 0.08546945452690125 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.06204122677445412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418695505708456 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.01418695505708456, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418695505708456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2355249971151352, + 0.12988252937793732, + 0.11568689346313477, + 0.08852877467870712, + 0.12414432317018509, + 0.052270613610744476, + 0.04219631850719452, + 0.033524297177791595, + 0.06169235706329346, + 0.11654894798994064 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01418695505708456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle drone shot closely follows a fierce chase across a vast expanse of white salt flats. A sleek, muscular black modern SUV, its sleek body coated in a thin layer of white salt dust, drives alongside a modified, rusted crimson pickup truck, just meters apart. The glaring midday sun beats down on the endless expanse of cracked, dry salt crust, casting brief, deep shadows beneath the vehicles and creating dazzling reflections on the white surface. The black SUV swerves sharply to the right, attempting to squeeze the other vehicle. Its wide tires dig furiously into the ground, kicking up a huge billow of white salt dust, nearly engulfing the rear half of the vehicle. The composition is extremely simple. Apart from the two speeding cars and the dust raised behind them, the background is a pure, slightly gray sky that blends with the ground, forming a surreal space with almost no reference objects. The whole picture is full of primitive power, passion for speed and a lonely and tense atmosphere, with a strong visual impact.", + "seed": 25619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_5765_seed_25619_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12788765104487537, + "vlm_logprob": -0.12788765104487537, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.12788765104487537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234881639480591 + ], + "opposite_logprob_tokens": [ + -1.273488163948059 + ], + "logprob_reward": -0.5234881639480591, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.5234881639480591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14747624099254608, + 0.04515096917748451, + 0.042963575571775436, + 0.03332877159118652, + 0.11300632357597351, + 0.02091066539287567, + 0.06488588452339172, + 0.4122820198535919, + 0.05813923850655556, + 0.06185636669397354 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.5234881639480591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022278032265603542 + ], + "opposite_logprob_tokens": [ + -6.127227783203125 + ], + "logprob_reward": -0.0022278032265603542, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022278032265603542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13203786313533783, + 0.1696789711713791, + 0.04356427863240242, + 0.036732859909534454, + 0.06430964171886444, + 0.03822697699069977, + 0.15269389748573303, + 0.11779576539993286, + 0.1546032428741455, + 0.09035646170377731 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0022278032265603542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641940541565418 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641940541565418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641940541565418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008592667989432812, + 0.004018400330096483, + 0.0038534842897206545, + 0.004190377425402403, + 0.008054373785853386, + 0.006459436379373074, + 0.017736300826072693, + 0.9302154779434204, + 0.004378983750939369, + 0.012500506825745106 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.008641940541565418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902288973331451 + ], + "opposite_logprob_tokens": [ + -2.4640228748321533 + ], + "logprob_reward": -0.08902288973331451, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902288973331451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011972172185778618, + 0.014560610987246037, + 0.010831003077328205, + 0.011093933135271072, + 0.02148986980319023, + 0.008305002935230732, + 0.01700170710682869, + 0.8592538833618164, + 0.020862309262156487, + 0.024629488587379456 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.08902288973331451 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057457774877548 + ], + "opposite_logprob_tokens": [ + -4.14105749130249 + ], + "logprob_reward": -0.016057457774877548, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057457774877548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07335119694471359, + 0.11092227697372437, + 0.014945954084396362, + 0.006469026207923889, + 0.04326515272259712, + 0.006576292682439089, + 0.029462408274412155, + 0.6629729866981506, + 0.026213739067316055, + 0.02582094445824623 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.016057457774877548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle drone shot closely follows a fierce chase across a vast expanse of white salt flats. A sleek, muscular black modern SUV, its sleek body coated in a thin layer of white salt dust, drives alongside a modified, rusted crimson pickup truck, just meters apart. The glaring midday sun beats down on the endless expanse of cracked, dry salt crust, casting brief, deep shadows beneath the vehicles and creating dazzling reflections on the white surface. The black SUV swerves sharply to the right, attempting to squeeze the other vehicle. Its wide tires dig furiously into the ground, kicking up a huge billow of white salt dust, nearly engulfing the rear half of the vehicle. The composition is extremely simple. Apart from the two speeding cars and the dust raised behind them, the background is a pure, slightly gray sky that blends with the ground, forming a surreal space with almost no reference objects. The whole picture is full of primitive power, passion for speed and a lonely and tense atmosphere, with a strong visual impact.", + "seed": 25620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_15/index_5765_seed_25620_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06187962722033262, + "vlm_logprob": -0.06187962722033262, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.06187962722033262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21722397208213806 + ], + "opposite_logprob_tokens": [ + -2.342223882675171 + ], + "logprob_reward": -0.21722397208213806, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.21722397208213806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30096179246902466, + 0.03220980986952782, + 0.035139795392751694, + 0.05408470705151558, + 0.1476111263036728, + 0.02704370766878128, + 0.24026797711849213, + 0.054424308240413666, + 0.0645427331328392, + 0.04371405020356178 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.21722397208213806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004118532873690128 + ], + "opposite_logprob_tokens": [ + -5.5041184425354 + ], + "logprob_reward": -0.004118532873690128, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004118532873690128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09910957515239716, + 0.019902680069208145, + 0.07535295933485031, + 0.2134140133857727, + 0.07388266921043396, + 0.05078475922346115, + 0.1623947024345398, + 0.07451710104942322, + 0.18840746581554413, + 0.042233992367982864 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.004118532873690128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3492668867111206, + 0.10347933322191238, + 0.09727793186903, + 0.11274674534797668, + 0.11019875109195709, + 0.03153807297348976, + 0.08435102552175522, + 0.05588963255286217, + 0.03721731901168823, + 0.018034303560853004 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054944705218076706 + ], + "opposite_logprob_tokens": [ + -2.9299447536468506 + ], + "logprob_reward": -0.054944705218076706, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054944705218076706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13378413021564484, + 0.06749234348535538, + 0.06051872670650482, + 0.06991802155971527, + 0.23186512291431427, + 0.026713045313954353, + 0.11084005236625671, + 0.20245729386806488, + 0.050558775663375854, + 0.04585248976945877 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.054944705218076706 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast expanse of white salt flats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, muscular black modern SUV visible driving alongside a modified, rusted crimson pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the black SUV swerve sharply to the right while kicking up a huge billow of white salt dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a pure, slightly gray sky that blends with the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570628345012665 + ], + "opposite_logprob_tokens": [ + -3.8955705165863037 + ], + "logprob_reward": -0.020570628345012665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570628345012665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14302773773670197, + 0.042566582560539246, + 0.05028345808386803, + 0.13271720707416534, + 0.09472434967756271, + 0.05132823437452316, + 0.05792679265141487, + 0.08403631299734116, + 0.24412314593791962, + 0.09926620125770569 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.020570628345012665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_tensor([7806, 7806])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_tensor([7806, 7806])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5d4a81ec88fedbdc0b1cf320cfe15ab55dc2c1c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_tensor([7806, 7806])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows the four-man bobsled, its glossy canary yellow carbon fiber shell a vibrant pop of color against a stark white backdrop. The camera perfectly keeps pace, capturing the action in a rapid sequence of sharp, surreal photographic moments. Concealed within the aerodynamic fuselage, the four athletes are compressed into a single unit of concentrated potential, their bodies clad in matching black and yellow high-gloss speed suits. Their faces are hidden behind the dark, reflective visors of their helmets, but the lead driver's subtle yet decisive adjustments to the inner steering rope are clearly visible, betraying intense concentration. As the sled rumbles into a steep, banked turn, the camera, at a high shutter speed, clearly captures how the polished steel runners bite into the translucent ice, carving a clean, sharp line and emitting a silent, shimmering explosion of ice crystals. In one breathtaking moment, the sled rides high above the concave wall, almost perpendicular to the ground, while the backdrop of snow-laden pine trees blends into a streaked, motion-blurred background. The entire scene is illuminated by bright, low-angle winter sunlight, which creates sharp, elongated shadows and intense flashes of light on the sled’s polished surface and the scratched, frozen track, creating an exhilarating atmosphere of speed, immense G-forces, and a cold, silent performance of peak athletic performance.", + "seed": 31773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_7806_seed_31773_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04160233568400144, + "vlm_logprob": -0.04160233568400144, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04160233568400144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02848079614341259 + ], + "opposite_logprob_tokens": [ + -3.7784807682037354 + ], + "logprob_reward": -0.02848079614341259, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02848079614341259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13258716464042664, + 0.056816671043634415, + 0.07174820452928543, + 0.12979000806808472, + 0.29095935821533203, + 0.11930755525827408, + 0.062257323414087296, + 0.046670716255903244, + 0.026213543489575386, + 0.06364937126636505 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.02848079614341259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331020124256611 + ], + "opposite_logprob_tokens": [ + -3.7733101844787598 + ], + "logprob_reward": -0.02331020124256611, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331020124256611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10735775530338287, + 0.03836605325341225, + 0.08019952476024628, + 0.1777312159538269, + 0.08149024099111557, + 0.21792778372764587, + 0.07246176153421402, + 0.13874977827072144, + 0.038042351603507996, + 0.047673549503088 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.02331020124256611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634612895548344 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634612895548344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634612895548344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0887312963604927, + 0.04531659930944443, + 0.12342604249715805, + 0.06793340295553207, + 0.10229800641536713, + 0.38329166173934937, + 0.039155278354883194, + 0.029630253091454506, + 0.030786311253905296, + 0.08943120390176773 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.008634612895548344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586511120200157 + ], + "opposite_logprob_tokens": [ + -3.8955864906311035 + ], + "logprob_reward": -0.020586511120200157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586511120200157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20738399028778076, + 0.15167532861232758, + 0.09283463656902313, + 0.05411626771092415, + 0.01333053782582283, + 0.07993212342262268, + 0.018798140808939934, + 0.027199923992156982, + 0.23066771030426025, + 0.12406129390001297 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.020586511120200157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12699955701828003 + ], + "opposite_logprob_tokens": [ + -2.126999616622925 + ], + "logprob_reward": -0.12699955701828003, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12699955701828003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11596366763114929, + 0.06119058281183243, + 0.05260106921195984, + 0.0970386415719986, + 0.09374062716960907, + 0.3308994174003601, + 0.028298642486333847, + 0.05248761922121048, + 0.09602053463459015, + 0.07175921648740768 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.12699955701828003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the four-man bobsled, its glossy canary yellow carbon fiber shell a vibrant pop of color against a stark white backdrop. The camera perfectly keeps pace, capturing the action in a rapid sequence of sharp, surreal photographic moments. Concealed within the aerodynamic fuselage, the four athletes are compressed into a single unit of concentrated potential, their bodies clad in matching black and yellow high-gloss speed suits. Their faces are hidden behind the dark, reflective visors of their helmets, but the lead driver's subtle yet decisive adjustments to the inner steering rope are clearly visible, betraying intense concentration. As the sled rumbles into a steep, banked turn, the camera, at a high shutter speed, clearly captures how the polished steel runners bite into the translucent ice, carving a clean, sharp line and emitting a silent, shimmering explosion of ice crystals. In one breathtaking moment, the sled rides high above the concave wall, almost perpendicular to the ground, while the backdrop of snow-laden pine trees blends into a streaked, motion-blurred background. The entire scene is illuminated by bright, low-angle winter sunlight, which creates sharp, elongated shadows and intense flashes of light on the sled’s polished surface and the scratched, frozen track, creating an exhilarating atmosphere of speed, immense G-forces, and a cold, silent performance of peak athletic performance.", + "seed": 31774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_7806_seed_31774_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05528290448710323, + "vlm_logprob": -0.05528290448710323, + "vlm_yes_no_margin": 3.5999999761581423, + "vlm_token_credit": -0.05528290448710323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022772815078496933 + ], + "opposite_logprob_tokens": [ + -3.897772789001465 + ], + "logprob_reward": -0.022772815078496933, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022772815078496933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1943100243806839, + 0.13864225149154663, + 0.1426348090171814, + 0.1380596160888672, + 0.04764657840132713, + 0.07206504791975021, + 0.058090586215257645, + 0.04988779500126839, + 0.024815602228045464, + 0.13384775817394257 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.022772815078496933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12716352939605713 + ], + "opposite_logprob_tokens": [ + -2.1271634101867676 + ], + "logprob_reward": -0.12716352939605713, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12716352939605713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17801272869110107, + 0.1209646537899971, + 0.10398529469966888, + 0.06441538780927658, + 0.10375374555587769, + 0.031465064734220505, + 0.11901441216468811, + 0.08438622951507568, + 0.028236128389835358, + 0.16576632857322693 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.12716352939605713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17898370325565338, + 0.07805050164461136, + 0.07574089616537094, + 0.050588078796863556, + 0.2796083092689514, + 0.05966699495911598, + 0.05591634660959244, + 0.046373143792152405, + 0.05059986561536789, + 0.12447209656238556 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.007627056445926428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948696285486221 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948696285486221, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948696285486221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2339990735054016, + 0.12733609974384308, + 0.3419179618358612, + 0.04811939224600792, + 0.07416524738073349, + 0.024099694564938545, + 0.03890341892838478, + 0.03181109577417374, + 0.021055804565548897, + 0.05859217420220375 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005948696285486221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290242522954941 + ], + "opposite_logprob_tokens": [ + -2.2379024028778076 + ], + "logprob_reward": -0.11290242522954941, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290242522954941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21437987685203552, + 0.07296127080917358, + 0.07687988132238388, + 0.05607298016548157, + 0.17231552302837372, + 0.09794270992279053, + 0.0935259684920311, + 0.07253536581993103, + 0.07765457034111023, + 0.06573183089494705 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11290242522954941 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the four-man bobsled, its glossy canary yellow carbon fiber shell a vibrant pop of color against a stark white backdrop. The camera perfectly keeps pace, capturing the action in a rapid sequence of sharp, surreal photographic moments. Concealed within the aerodynamic fuselage, the four athletes are compressed into a single unit of concentrated potential, their bodies clad in matching black and yellow high-gloss speed suits. Their faces are hidden behind the dark, reflective visors of their helmets, but the lead driver's subtle yet decisive adjustments to the inner steering rope are clearly visible, betraying intense concentration. As the sled rumbles into a steep, banked turn, the camera, at a high shutter speed, clearly captures how the polished steel runners bite into the translucent ice, carving a clean, sharp line and emitting a silent, shimmering explosion of ice crystals. In one breathtaking moment, the sled rides high above the concave wall, almost perpendicular to the ground, while the backdrop of snow-laden pine trees blends into a streaked, motion-blurred background. The entire scene is illuminated by bright, low-angle winter sunlight, which creates sharp, elongated shadows and intense flashes of light on the sled’s polished surface and the scratched, frozen track, creating an exhilarating atmosphere of speed, immense G-forces, and a cold, silent performance of peak athletic performance.", + "seed": 31775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_7806_seed_31775_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07345484709367156, + "vlm_logprob": -0.07345484709367156, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07345484709367156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042130302637815475 + ], + "opposite_logprob_tokens": [ + -3.2921302318573 + ], + "logprob_reward": -0.042130302637815475, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042130302637815475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21577371656894684, + 0.11043525487184525, + 0.03547464683651924, + 0.12602560222148895, + 0.04730295389890671, + 0.07553046196699142, + 0.11638247221708298, + 0.05220573768019676, + 0.11977066099643707, + 0.10109850019216537 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.042130302637815475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910968899726868 + ], + "opposite_logprob_tokens": [ + -2.4641096591949463 + ], + "logprob_reward": -0.08910968899726868, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910968899726868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11222212761640549, + 0.058126140385866165, + 0.060003288090229034, + 0.2270190268754959, + 0.04958734288811684, + 0.08525364100933075, + 0.16820882260799408, + 0.05958079546689987, + 0.10075055062770844, + 0.07924823462963104 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.08910968899726868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252964794635773 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252964794635773, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252964794635773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045798748731613, + 0.12950584292411804, + 0.08711957186460495, + 0.06602516770362854, + 0.07898937910795212, + 0.0949951559305191, + 0.12938612699508667, + 0.14388133585453033, + 0.15840643644332886, + 0.04123295471072197 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.005252964794635773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525581045076251 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.00525581045076251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525581045076251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3500981330871582, + 0.12905670702457428, + 0.031233936548233032, + 0.11056654900312424, + 0.11433853954076767, + 0.02950899489223957, + 0.02211703732609749, + 0.08621258288621902, + 0.07606521993875504, + 0.050802309066057205 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00525581045076251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22552546858787537 + ], + "opposite_logprob_tokens": [ + -1.6005254983901978 + ], + "logprob_reward": -0.22552546858787537, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22552546858787537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12370415031909943, + 0.10145203769207001, + 0.13428498804569244, + 0.13136976957321167, + 0.05577616021037102, + 0.04233510047197342, + 0.1262418031692505, + 0.07359381020069122, + 0.14032554626464844, + 0.07091664522886276 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.22552546858787537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the four-man bobsled, its glossy canary yellow carbon fiber shell a vibrant pop of color against a stark white backdrop. The camera perfectly keeps pace, capturing the action in a rapid sequence of sharp, surreal photographic moments. Concealed within the aerodynamic fuselage, the four athletes are compressed into a single unit of concentrated potential, their bodies clad in matching black and yellow high-gloss speed suits. Their faces are hidden behind the dark, reflective visors of their helmets, but the lead driver's subtle yet decisive adjustments to the inner steering rope are clearly visible, betraying intense concentration. As the sled rumbles into a steep, banked turn, the camera, at a high shutter speed, clearly captures how the polished steel runners bite into the translucent ice, carving a clean, sharp line and emitting a silent, shimmering explosion of ice crystals. In one breathtaking moment, the sled rides high above the concave wall, almost perpendicular to the ground, while the backdrop of snow-laden pine trees blends into a streaked, motion-blurred background. The entire scene is illuminated by bright, low-angle winter sunlight, which creates sharp, elongated shadows and intense flashes of light on the sled’s polished surface and the scratched, frozen track, creating an exhilarating atmosphere of speed, immense G-forces, and a cold, silent performance of peak athletic performance.", + "seed": 31776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_2/index_7806_seed_31776_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027302487078122793, + "vlm_logprob": -0.027302487078122793, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.027302487078122793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019702211022377014 + ], + "opposite_logprob_tokens": [ + -4.019702434539795 + ], + "logprob_reward": -0.019702211022377014, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019702211022377014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10736929625272751, + 0.11977095901966095, + 0.03555893152952194, + 0.09551207721233368, + 0.40703392028808594, + 0.08795011788606644, + 0.02692342735826969, + 0.07754666358232498, + 0.012852676212787628, + 0.029481904581189156 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.019702211022377014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060578018426895 + ], + "opposite_logprob_tokens": [ + -3.8956058025360107 + ], + "logprob_reward": -0.02060578018426895, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060578018426895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07587038725614548, + 0.06867880374193192, + 0.05086361616849899, + 0.05665212497115135, + 0.4891592562198639, + 0.04981672018766403, + 0.04176144301891327, + 0.09775622934103012, + 0.026955146342515945, + 0.04248619079589844 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.02060578018426895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251422990113497 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251422990113497, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251422990113497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17319290339946747, + 0.11899521201848984, + 0.07554282248020172, + 0.1142573282122612, + 0.23479890823364258, + 0.04311216250061989, + 0.09532643854618073, + 0.04670824855566025, + 0.029966745525598526, + 0.06809929013252258 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005251422990113497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019415830029174685 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019415830029174685, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019415830029174685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16293452680110931, + 0.08060590922832489, + 0.11758968979120255, + 0.11803075671195984, + 0.2455928921699524, + 0.0360257625579834, + 0.037816498428583145, + 0.1276368647813797, + 0.023705095052719116, + 0.05006195604801178 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0019415830029174685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a four-man bobsled with a glossy canary yellow carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the four athletes visible inside the sled wearing matching black and yellow high-gloss speed suits?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a low-angle tracking shot that keeps pace with the sled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a stark white environment with snow-laden pine trees that appear streaked and motion-blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the sled riding high above a concave wall with sharp, elongated shadows cast by bright low-angle winter sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901143819093704 + ], + "opposite_logprob_tokens": [ + -2.4640114307403564 + ], + "logprob_reward": -0.08901143819093704, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901143819093704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048910632729530334, + 0.029674982652068138, + 0.025365669280290604, + 0.021281301975250244, + 0.6682984828948975, + 0.023382989689707756, + 0.02875589020550251, + 0.04045870155096054, + 0.036227915436029434, + 0.07764343917369843 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.08901143819093704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_tensor([1470, 1470])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_tensor([1470, 1470])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c312e45c33694fbd21e64b0c5397fd650235c198 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_tensor([1470, 1470])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "disorienting high-angle shot tumbles downward, plummeting the viewer alongside a horrific creature into a lightless abyss. A monstrous amalgamation of a massive black panther and nightmarish anatomy, the creature contorts violently in a world of stark shadows and deep black, its sleek, muscular body covered in furry, dank shadows. The entire scene is defined by erratic stroboscopic flashes from an unstable off-screen source, causing the frame to flicker violently. Each harsh pulse of cold light briefly illuminates horrific details with stark clarity: its silhouette contorts, unnaturally long black claws extend from its paws as it gropes in the void, a face grimacing in agony, its jaw open in a silent scream. The creature's descent is a chaotic, uncontrolled tumble, its limbs flailing spasmodically as it spins end-over-end in the oppressive darkness. Flickering light casts rapidly shifting, distorted shadows, accentuating its agonized form and creating a terrifying atmosphere of inevitable doom.", + "seed": 31021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_1470_seed_31021_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05754679646342993, + "vlm_logprob": -0.05754679646342993, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05754679646342993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.205211341381073 + ], + "opposite_logprob_tokens": [ + -1.7052114009857178 + ], + "logprob_reward": -0.205211341381073, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.205211341381073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429271250963211, + 0.13448217511177063, + 0.07865338772535324, + 0.08808621019124985, + 0.18515564501285553, + 0.10713174194097519, + 0.05766839534044266, + 0.06763920933008194, + 0.06144660711288452, + 0.07680948823690414 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.205211341381073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642413653433323 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642413653433323, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642413653433323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09302873909473419, + 0.07228683680295944, + 0.16092416644096375, + 0.17822977900505066, + 0.30348220467567444, + 0.021928416565060616, + 0.020134182646870613, + 0.06957461684942245, + 0.032880999147892, + 0.04753005504608154 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.008642413653433323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031949449330568314 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031949449330568314, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031949449330568314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12262259423732758, + 0.08012417703866959, + 0.05802113190293312, + 0.06967140734195709, + 0.10377373546361923, + 0.04023519530892372, + 0.038194067776203156, + 0.3448701798915863, + 0.036126427352428436, + 0.10636112093925476 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0031949449330568314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205007806420326 + ], + "opposite_logprob_tokens": [ + -2.8120501041412354 + ], + "logprob_reward": -0.06205007806420326, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205007806420326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1735345721244812, + 0.25290924310684204, + 0.07791788876056671, + 0.09411092847585678, + 0.05154500529170036, + 0.11732079833745956, + 0.051203228533267975, + 0.0875992625951767, + 0.03178355470299721, + 0.06207546964287758 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.06205007806420326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0711999163031578, + 0.08982963114976883, + 0.10188896954059601, + 0.07159110903739929, + 0.21651051938533783, + 0.03127327933907509, + 0.06373073905706406, + 0.22306008636951447, + 0.039873670786619186, + 0.09104207903146744 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.008635204285383224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting high-angle shot tumbles downward, plummeting the viewer alongside a horrific creature into a lightless abyss. A monstrous amalgamation of a massive black panther and nightmarish anatomy, the creature contorts violently in a world of stark shadows and deep black, its sleek, muscular body covered in furry, dank shadows. The entire scene is defined by erratic stroboscopic flashes from an unstable off-screen source, causing the frame to flicker violently. Each harsh pulse of cold light briefly illuminates horrific details with stark clarity: its silhouette contorts, unnaturally long black claws extend from its paws as it gropes in the void, a face grimacing in agony, its jaw open in a silent scream. The creature's descent is a chaotic, uncontrolled tumble, its limbs flailing spasmodically as it spins end-over-end in the oppressive darkness. Flickering light casts rapidly shifting, distorted shadows, accentuating its agonized form and creating a terrifying atmosphere of inevitable doom.", + "seed": 31022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_1470_seed_31022_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.060323548037558794, + "vlm_logprob": -0.060323548037558794, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.060323548037558794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1374516785144806 + ], + "opposite_logprob_tokens": [ + -2.137451648712158 + ], + "logprob_reward": -0.1374516785144806, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1374516785144806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10702671110630035, + 0.05013512447476387, + 0.05474333092570305, + 0.05076932907104492, + 0.16643022000789642, + 0.10650146752595901, + 0.23931890726089478, + 0.030930398032069206, + 0.05462360754609108, + 0.13952092826366425 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.1374516785144806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0850784182548523, + 0.10048303008079529, + 0.13060738146305084, + 0.09972944855690002, + 0.06522968411445618, + 0.04891212657094002, + 0.1452726423740387, + 0.062126241624355316, + 0.14808470010757446, + 0.1144762635231018 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.02058861404657364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04896676540374756, + 0.03806135803461075, + 0.04545708745718002, + 0.06959124654531479, + 0.23133903741836548, + 0.06331315636634827, + 0.16843795776367188, + 0.03401678055524826, + 0.10304432362318039, + 0.1977722942829132 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.006743411999195814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705498933792114 + ], + "opposite_logprob_tokens": [ + -2.1270549297332764 + ], + "logprob_reward": -0.12705498933792114, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705498933792114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08564554899930954, + 0.06806152313947678, + 0.053593412041664124, + 0.08948270231485367, + 0.27545151114463806, + 0.06786063313484192, + 0.10819423198699951, + 0.05880141630768776, + 0.07298541814088821, + 0.11992356926202774 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.12705498933792114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779046289622784 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009779046289622784, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779046289622784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08992328494787216, + 0.0539642758667469, + 0.12412723153829575, + 0.04287368431687355, + 0.10579147934913635, + 0.061014752835035324, + 0.0998595729470253, + 0.04356394708156586, + 0.11954335868358612, + 0.2593383491039276 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.009779046289622784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting high-angle shot tumbles downward, plummeting the viewer alongside a horrific creature into a lightless abyss. A monstrous amalgamation of a massive black panther and nightmarish anatomy, the creature contorts violently in a world of stark shadows and deep black, its sleek, muscular body covered in furry, dank shadows. The entire scene is defined by erratic stroboscopic flashes from an unstable off-screen source, causing the frame to flicker violently. Each harsh pulse of cold light briefly illuminates horrific details with stark clarity: its silhouette contorts, unnaturally long black claws extend from its paws as it gropes in the void, a face grimacing in agony, its jaw open in a silent scream. The creature's descent is a chaotic, uncontrolled tumble, its limbs flailing spasmodically as it spins end-over-end in the oppressive darkness. Flickering light casts rapidly shifting, distorted shadows, accentuating its agonized form and creating a terrifying atmosphere of inevitable doom.", + "seed": 31023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_1470_seed_31023_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09580182749778032, + "vlm_logprob": -0.09580182749778032, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.09580182749778032, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25611698627471924 + ], + "opposite_logprob_tokens": [ + -1.5061169862747192 + ], + "logprob_reward": -0.25611698627471924, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25611698627471924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17054057121276855, + 0.08873418718576431, + 0.06042162701487541, + 0.055658966302871704, + 0.11490995436906815, + 0.03356397897005081, + 0.03825616091489792, + 0.06694137305021286, + 0.1779738813638687, + 0.19299936294555664 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.25611698627471924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067427014000713825 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.0067427014000713825, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067427014000713825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19660432636737823, + 0.07148323953151703, + 0.0505058728158474, + 0.0453701913356781, + 0.12104663252830505, + 0.06163414195179939, + 0.03775985538959503, + 0.20933455228805542, + 0.060871921479701996, + 0.14538933336734772 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0067427014000713825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642885833978653 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642885833978653, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642885833978653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09429661184549332, + 0.06120206043124199, + 0.047508466988801956, + 0.17287814617156982, + 0.09788625687360764, + 0.12607435882091522, + 0.02175785042345524, + 0.07858655601739883, + 0.1066233217716217, + 0.19318635761737823 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.008642885833978653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156165957450867 + ], + "opposite_logprob_tokens": [ + -1.701561689376831 + ], + "logprob_reward": -0.20156165957450867, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156165957450867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.151531383395195, + 0.04928330332040787, + 0.04360577464103699, + 0.34112420678138733, + 0.058720558881759644, + 0.10875734686851501, + 0.054265040904283524, + 0.04880359023809433, + 0.043076541274785995, + 0.10083230584859848 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.20156165957450867 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07113098353147507, + 0.0634743943810463, + 0.039194975048303604, + 0.03454083204269409, + 0.11165890097618103, + 0.12889721989631653, + 0.03822529688477516, + 0.06628739088773727, + 0.1037873774766922, + 0.34280267357826233 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.005944904405623674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting high-angle shot tumbles downward, plummeting the viewer alongside a horrific creature into a lightless abyss. A monstrous amalgamation of a massive black panther and nightmarish anatomy, the creature contorts violently in a world of stark shadows and deep black, its sleek, muscular body covered in furry, dank shadows. The entire scene is defined by erratic stroboscopic flashes from an unstable off-screen source, causing the frame to flicker violently. Each harsh pulse of cold light briefly illuminates horrific details with stark clarity: its silhouette contorts, unnaturally long black claws extend from its paws as it gropes in the void, a face grimacing in agony, its jaw open in a silent scream. The creature's descent is a chaotic, uncontrolled tumble, its limbs flailing spasmodically as it spins end-over-end in the oppressive darkness. Flickering light casts rapidly shifting, distorted shadows, accentuating its agonized form and creating a terrifying atmosphere of inevitable doom.", + "seed": 31024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_3/index_1470_seed_31024_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07762747928500176, + "vlm_logprob": -0.07762747928500176, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07762747928500176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11217158287763596 + ], + "opposite_logprob_tokens": [ + -2.3621716499328613 + ], + "logprob_reward": -0.11217158287763596, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11217158287763596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060225632041692734, + 0.026041513308882713, + 0.03784659132361412, + 0.14445534348487854, + 0.04767317697405815, + 0.03231498971581459, + 0.17041635513305664, + 0.02639271691441536, + 0.026427151635289192, + 0.42820653319358826 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.11217158287763596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369763866066933 + ], + "opposite_logprob_tokens": [ + -3.4086976051330566 + ], + "logprob_reward": -0.03369763866066933, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369763866066933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04463144391775131, + 0.0412960983812809, + 0.088159941136837, + 0.04238000884652138, + 0.020545899868011475, + 0.06014415621757507, + 0.29445546865463257, + 0.020907366648316383, + 0.016083810478448868, + 0.3713958263397217 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.03369763866066933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024943212047219276 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024943212047219276, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024943212047219276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11099273711442947, + 0.08632172644138336, + 0.08211011439561844, + 0.1693854182958603, + 0.03935472294688225, + 0.07994676381349564, + 0.19698189198970795, + 0.05165114626288414, + 0.08359897136688232, + 0.09965647757053375 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0024943212047219276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558008134365082 + ], + "opposite_logprob_tokens": [ + -1.600580096244812 + ], + "logprob_reward": -0.22558008134365082, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558008134365082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10972542315721512, + 0.0658862367272377, + 0.14479441940784454, + 0.09408804029226303, + 0.08076060563325882, + 0.11057291179895401, + 0.14530417323112488, + 0.04933985695242882, + 0.08014397323131561, + 0.11938435584306717 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.22558008134365082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that tumbles downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a monstrous amalgamation resembling a massive black panther?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature exhibit violent contortions with flailing limbs and an end-over-end spin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are erratic stroboscopic flashes from an off-screen source causing the frame to flicker violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature display unnaturally long black claws and a face grimacing in agony with an open jaw?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0510232113301754, + 0.05806814506649971, + 0.07061821967363358, + 0.14197780191898346, + 0.03674723207950592, + 0.09807923436164856, + 0.15567120909690857, + 0.03215458244085312, + 0.06986935436725616, + 0.2857910394668579 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.014193772338330746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_tensor([4932, 4932])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_tensor([4932, 4932])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f2f84274e5e602cc9878e0f71a8ad8051ff41aee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_tensor([4932, 4932])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, filmed from a low angle, closely follows a mysterious figure, clad in a suit of deep black metal armor inspired by ancient warriors. They move at an inhuman pace through the throngs of people on a rain-soaked cyberpunk futuristic city street. Every seam and edge of the armor is embedded with delicate energy lines emitting a cold, cyan-blue glow. These lines pulse rhythmically like living blood vessels, casting a chilling light across the damp surface. On the rainy night street, a massive holographic billboard casts shimmering magenta, royal blue, and bright yellow, intertwining with the blue light of the armor, creating a vibrant, shimmering halo around them. Their steps are swift yet steady, leaning slightly forward as they deftly dodge, sidestep, and weave through the dense crowd, avoiding any wasted movement. The pedestrians holding transparent, luminous umbrellas around them seem to part in slow motion, like a tide before them. The camera captures the neon-dyed splashes of water with every step he/she takes, as well as the subtle air currents caused by the friction between the armor metal and the air. The whole picture is full of strong dynamics, a cool sense of technology, and an atmosphere of loneliness and mystery that does not belong to this era.", + "seed": 26640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_4932_seed_26640_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008244861662387849, + "vlm_logprob": -0.008244861662387849, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.008244861662387849, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004729276057332754 + ], + "opposite_logprob_tokens": [ + -5.504729270935059 + ], + "logprob_reward": -0.004729276057332754, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004729276057332754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12319567054510117, + 0.1714380979537964, + 0.09214573353528976, + 0.03390791639685631, + 0.08806023746728897, + 0.0572512149810791, + 0.02976841665804386, + 0.08264213055372238, + 0.15954984724521637, + 0.16204075515270233 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.004729276057332754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.190797358751297, + 0.16913017630577087, + 0.2479339987039566, + 0.05651942268013954, + 0.04231594502925873, + 0.06409908086061478, + 0.03089211694896221, + 0.062398798763751984, + 0.047802310436964035, + 0.08811081200838089 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13642679154872894, + 0.10147806257009506, + 0.07231258600950241, + 0.060085561126470566, + 0.14140509068965912, + 0.10918989777565002, + 0.038541968911886215, + 0.16831348836421967, + 0.09457775950431824, + 0.07766874879598618 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079339310526848 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079339310526848, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079339310526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15745925903320312, + 0.3077291250228882, + 0.17390866577625275, + 0.08867010474205017, + 0.03925687074661255, + 0.036127448081970215, + 0.04299596697092056, + 0.0600491426885128, + 0.051648661494255066, + 0.04215480387210846 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.011079339310526848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19546478986740112, + 0.12080338597297668, + 0.04173117130994797, + 0.12890465557575226, + 0.0716080442070961, + 0.13897496461868286, + 0.028588375076651573, + 0.06009312719106674, + 0.08622141182422638, + 0.12761007249355316 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.004094076342880726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, closely follows a mysterious figure, clad in a suit of deep black metal armor inspired by ancient warriors. They move at an inhuman pace through the throngs of people on a rain-soaked cyberpunk futuristic city street. Every seam and edge of the armor is embedded with delicate energy lines emitting a cold, cyan-blue glow. These lines pulse rhythmically like living blood vessels, casting a chilling light across the damp surface. On the rainy night street, a massive holographic billboard casts shimmering magenta, royal blue, and bright yellow, intertwining with the blue light of the armor, creating a vibrant, shimmering halo around them. Their steps are swift yet steady, leaning slightly forward as they deftly dodge, sidestep, and weave through the dense crowd, avoiding any wasted movement. The pedestrians holding transparent, luminous umbrellas around them seem to part in slow motion, like a tide before them. The camera captures the neon-dyed splashes of water with every step he/she takes, as well as the subtle air currents caused by the friction between the armor metal and the air. The whole picture is full of strong dynamics, a cool sense of technology, and an atmosphere of loneliness and mystery that does not belong to this era.", + "seed": 26641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_4932_seed_26641_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011058000335469841, + "vlm_logprob": -0.011058000335469841, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.011058000335469841, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009456601925194263 + ], + "opposite_logprob_tokens": [ + -4.759456634521484 + ], + "logprob_reward": -0.009456601925194263, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009456601925194263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03721712529659271, + 0.016787534579634666, + 0.016671834513545036, + 0.7853336930274963, + 0.03055187128484249, + 0.03149627894163132, + 0.03558160364627838, + 0.008461653254926205, + 0.01763615384697914, + 0.020262254402041435 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.009456601925194263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646667934954166 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646667934954166, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646667934954166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809788852930069, + 0.05163570120930672, + 0.11895522475242615, + 0.562529981136322, + 0.018706679344177246, + 0.019762516021728516, + 0.026669645681977272, + 0.03407172113656998, + 0.030221890658140182, + 0.029348788782954216 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.008646667934954166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073444969952106 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073444969952106, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073444969952106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027814485132694244, + 0.024114912375807762, + 0.02876109629869461, + 0.7251041531562805, + 0.013042867183685303, + 0.08703254908323288, + 0.023539016023278236, + 0.01723336987197399, + 0.028739841654896736, + 0.024617690593004227 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.011073444969952106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524440348148346, + 0.07088430970907211, + 0.12566056847572327, + 0.3156602680683136, + 0.07910095155239105, + 0.07263251394033432, + 0.05175654962658882, + 0.031073635444045067, + 0.06471148133277893, + 0.03607572242617607 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16552956402301788, + 0.10556814819574356, + 0.1587069183588028, + 0.3074074387550354, + 0.04373832419514656, + 0.059931959956884384, + 0.04521964117884636, + 0.034269485622644424, + 0.03898677974939346, + 0.040641751140356064 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.002820087829604745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, closely follows a mysterious figure, clad in a suit of deep black metal armor inspired by ancient warriors. They move at an inhuman pace through the throngs of people on a rain-soaked cyberpunk futuristic city street. Every seam and edge of the armor is embedded with delicate energy lines emitting a cold, cyan-blue glow. These lines pulse rhythmically like living blood vessels, casting a chilling light across the damp surface. On the rainy night street, a massive holographic billboard casts shimmering magenta, royal blue, and bright yellow, intertwining with the blue light of the armor, creating a vibrant, shimmering halo around them. Their steps are swift yet steady, leaning slightly forward as they deftly dodge, sidestep, and weave through the dense crowd, avoiding any wasted movement. The pedestrians holding transparent, luminous umbrellas around them seem to part in slow motion, like a tide before them. The camera captures the neon-dyed splashes of water with every step he/she takes, as well as the subtle air currents caused by the friction between the armor metal and the air. The whole picture is full of strong dynamics, a cool sense of technology, and an atmosphere of loneliness and mystery that does not belong to this era.", + "seed": 26642, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_4932_seed_26642_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009062806377187371, + "vlm_logprob": -0.009062806377187371, + "vlm_yes_no_margin": 4.9499999523162845, + "vlm_token_credit": -0.009062806377187371, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005019444040954113 + ], + "opposite_logprob_tokens": [ + -5.505019664764404 + ], + "logprob_reward": -0.005019444040954113, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005019444040954113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07098916918039322, + 0.1384720504283905, + 0.04947424679994583, + 0.059919100254774094, + 0.16211804747581482, + 0.0914054587483406, + 0.07123295217752457, + 0.1688486486673355, + 0.08945880085229874, + 0.09808149188756943 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.005019444040954113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741280667483807 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741280667483807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741280667483807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10999485850334167, + 0.07454565912485123, + 0.10368386656045914, + 0.2587181031703949, + 0.06388261169195175, + 0.045860081911087036, + 0.04496997967362404, + 0.19414041936397552, + 0.040835414081811905, + 0.06336896121501923 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.006741280667483807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539003044366837 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539003044366837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539003044366837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09825532883405685, + 0.07207469642162323, + 0.03848843276500702, + 0.06442280858755112, + 0.23359519243240356, + 0.046458613127470016, + 0.05435850843787193, + 0.07452136278152466, + 0.1732003539800644, + 0.1446247398853302 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.012539003044366837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14413835108280182, + 0.0575457401573658, + 0.1064564511179924, + 0.1434711515903473, + 0.13490425050258636, + 0.05007157474756241, + 0.11221332103013992, + 0.1542082279920578, + 0.050819624215364456, + 0.046171341091394424 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1841280162334442, + 0.05205292999744415, + 0.09339892119169235, + 0.054918065667152405, + 0.2492474913597107, + 0.09673326462507248, + 0.06360964477062225, + 0.07506832480430603, + 0.04523276165127754, + 0.08561054617166519 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0028204445261508226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, closely follows a mysterious figure, clad in a suit of deep black metal armor inspired by ancient warriors. They move at an inhuman pace through the throngs of people on a rain-soaked cyberpunk futuristic city street. Every seam and edge of the armor is embedded with delicate energy lines emitting a cold, cyan-blue glow. These lines pulse rhythmically like living blood vessels, casting a chilling light across the damp surface. On the rainy night street, a massive holographic billboard casts shimmering magenta, royal blue, and bright yellow, intertwining with the blue light of the armor, creating a vibrant, shimmering halo around them. Their steps are swift yet steady, leaning slightly forward as they deftly dodge, sidestep, and weave through the dense crowd, avoiding any wasted movement. The pedestrians holding transparent, luminous umbrellas around them seem to part in slow motion, like a tide before them. The camera captures the neon-dyed splashes of water with every step he/she takes, as well as the subtle air currents caused by the friction between the armor metal and the air. The whole picture is full of strong dynamics, a cool sense of technology, and an atmosphere of loneliness and mystery that does not belong to this era.", + "seed": 26643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_4/index_4932_seed_26643_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010354532673954964, + "vlm_logprob": -0.010354532673954964, + "vlm_yes_no_margin": 4.674999952316284, + "vlm_token_credit": -0.010354532673954964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005079460330307484 + ], + "opposite_logprob_tokens": [ + -5.38007926940918 + ], + "logprob_reward": -0.005079460330307484, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005079460330307484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14839258790016174, + 0.08564343303442001, + 0.10139914602041245, + 0.07317686080932617, + 0.06699774414300919, + 0.0792887955904007, + 0.06084122508764267, + 0.11920370161533356, + 0.18506433069705963, + 0.07999226450920105 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.005079460330307484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084172874689102 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084172874689102, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084172874689102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0863240659236908, + 0.06285620480775833, + 0.2092624008655548, + 0.10306299477815628, + 0.08365625143051147, + 0.02309744618833065, + 0.0335099995136261, + 0.06541161984205246, + 0.056491587311029434, + 0.27632737159729004 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.011084172874689102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978199765086174 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.00978199765086174, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978199765086174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19348540902137756, + 0.06565102934837341, + 0.08894096314907074, + 0.11695721745491028, + 0.14861877262592316, + 0.10799821466207504, + 0.07688096910715103, + 0.05320711061358452, + 0.09843229502439499, + 0.049828022718429565 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00978199765086174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197255209088326 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197255209088326, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197255209088326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07913628965616226, + 0.04806438088417053, + 0.07961419969797134, + 0.20578628778457642, + 0.1606171429157257, + 0.023754175752401352, + 0.19917938113212585, + 0.028080133721232414, + 0.09129203855991364, + 0.08447596430778503 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.018197255209088326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure wearing deep black metal armor with embedded cyan-blue energy lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a rain-soaked cyberpunk futuristic city street at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera use a low-angle tracking shot that closely follows the armored figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there pedestrians holding transparent, luminous umbrellas who part around the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive holographic billboard visible casting magenta, royal blue, and bright yellow light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11645227670669556, + 0.08652414381504059, + 0.0681522935628891, + 0.054600246250629425, + 0.08411774784326553, + 0.05000465363264084, + 0.04844145476818085, + 0.06898185610771179, + 0.36378228664398193, + 0.05894308537244797 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.007629777304828167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_tensor([4750, 4750])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_tensor([4750, 4750])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f07757e7c9aae50656bd122d9360329e625d682 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_tensor([4750, 4750])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up captures a section of a car's dark gray plastic dashboard, its fine pebbled texture rendered in sharp detail under harsh, direct sunlight. Intense light streaks across the surface, creating a high-contrast landscape of bright highlights and deep, subtle shadows. A coating of tiny silver dust shimmers against this richly textured surface. The entire dashboard is gripped by a subtle, high-frequency vibration, causing dust particles to vibrate and rhythmically dance across the surface, some seemingly suspended briefly before settling again. This constant, minute movement, framed by the stillness of the camera's gaze, creates a palpable, suffocating atmosphere of heat and quiet tension, focusing the viewer's attention squarely on the vibrating physical sensations and play of light on the mundane surface.", + "seed": 28041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_4750_seed_28041_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16671088263392447, + "vlm_logprob": -0.16671088263392447, + "vlm_yes_no_margin": 2.074999976158142, + "vlm_token_credit": -0.16671088263392447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0728018656373024 + ], + "opposite_logprob_tokens": [ + -2.6978018283843994 + ], + "logprob_reward": -0.0728018656373024, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0728018656373024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23312637209892273, + 0.0956316664814949, + 0.041665688157081604, + 0.02753492444753647, + 0.020842287689447403, + 0.140282541513443, + 0.027892842888832092, + 0.037729036062955856, + 0.13227234780788422, + 0.24302230775356293 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0728018656373024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10039065033197403 + ], + "opposite_logprob_tokens": [ + -2.350390672683716 + ], + "logprob_reward": -0.10039065033197403, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10039065033197403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1946307271718979, + 0.07015984505414963, + 0.05288224294781685, + 0.041329387575387955, + 0.04610995948314667, + 0.03314686194062233, + 0.03974778577685356, + 0.04757522791624069, + 0.05333076789975166, + 0.4210871756076813 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.10039065033197403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311249777674675 + ], + "opposite_logprob_tokens": [ + -3.1681125164031982 + ], + "logprob_reward": -0.04311249777674675, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311249777674675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1759054958820343, + 0.11559036374092102, + 0.05830220505595207, + 0.029752517119050026, + 0.046147122979164124, + 0.12301023304462433, + 0.03056083433330059, + 0.05796488747000694, + 0.14659453928470612, + 0.21617183089256287 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.04311249777674675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287981390953064 + ], + "opposite_logprob_tokens": [ + -2.0178797245025635 + ], + "logprob_reward": -0.14287981390953064, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14287981390953064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24315382540225983, + 0.06540056318044662, + 0.03623509034514427, + 0.0540485680103302, + 0.04403730481863022, + 0.048917386680841446, + 0.03188140690326691, + 0.03732672333717346, + 0.10992304980754852, + 0.3290761411190033 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.14287981390953064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743695855140686 + ], + "opposite_logprob_tokens": [ + -0.9743695855140686 + ], + "logprob_reward": -0.4743695855140686, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743695855140686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18539594113826752, + 0.0634155347943306, + 0.059718649834394455, + 0.04449428617954254, + 0.054142069071531296, + 0.02922370843589306, + 0.06565084308385849, + 0.07546672970056534, + 0.08118491619825363, + 0.3413073420524597 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.4743695855140686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a section of a car's dark gray plastic dashboard, its fine pebbled texture rendered in sharp detail under harsh, direct sunlight. Intense light streaks across the surface, creating a high-contrast landscape of bright highlights and deep, subtle shadows. A coating of tiny silver dust shimmers against this richly textured surface. The entire dashboard is gripped by a subtle, high-frequency vibration, causing dust particles to vibrate and rhythmically dance across the surface, some seemingly suspended briefly before settling again. This constant, minute movement, framed by the stillness of the camera's gaze, creates a palpable, suffocating atmosphere of heat and quiet tension, focusing the viewer's attention squarely on the vibrating physical sensations and play of light on the mundane surface.", + "seed": 28042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_4750_seed_28042_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2055999245494604, + "vlm_logprob": -0.2055999245494604, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.2055999245494604, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031740352511405945 + ], + "opposite_logprob_tokens": [ + -3.531740427017212 + ], + "logprob_reward": -0.031740352511405945, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031740352511405945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19249671697616577, + 0.10673774778842926, + 0.1236860379576683, + 0.05426346883177757, + 0.1507546305656433, + 0.057780686765909195, + 0.12705262005329132, + 0.048300646245479584, + 0.037841618061065674, + 0.1010858565568924 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.031740352511405945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033742472529411316 + ], + "opposite_logprob_tokens": [ + -3.4087424278259277 + ], + "logprob_reward": -0.033742472529411316, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033742472529411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10725150257349014, + 0.06097172573208809, + 0.05466838926076889, + 0.026562759652733803, + 0.16258454322814941, + 0.07228054106235504, + 0.2616395950317383, + 0.04562525078654289, + 0.03292284160852432, + 0.17549291253089905 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.033742472529411316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233065914362669 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233065914362669, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233065914362669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18360237777233124, + 0.3265058100223541, + 0.14819952845573425, + 0.06921551376581192, + 0.0656668171286583, + 0.03778870031237602, + 0.021554308012127876, + 0.038894571363925934, + 0.05481420457363129, + 0.0537581592798233 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0233065914362669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129826009273529 + ], + "opposite_logprob_tokens": [ + -2.2379825115203857 + ], + "logprob_reward": -0.1129826009273529, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129826009273529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16439634561538696, + 0.20087134838104248, + 0.04614265263080597, + 0.0429752953350544, + 0.107162244617939, + 0.050597526133060455, + 0.027395999059081078, + 0.07385679334402084, + 0.18689922988414764, + 0.09970252960920334 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.1129826009273529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826227605342865 + ], + "opposite_logprob_tokens": [ + -0.576227605342865 + ], + "logprob_reward": -0.826227605342865, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826227605342865, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08258749544620514, + 0.11987356096506119, + 0.12698493897914886, + 0.05838920548558235, + 0.15340964496135712, + 0.16271749138832092, + 0.09739068895578384, + 0.0721977949142456, + 0.05044713616371155, + 0.07600203156471252 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.826227605342865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, extreme close-up captures a section of a car's dark gray plastic dashboard, its fine pebbled texture rendered in sharp detail under harsh, direct sunlight. Intense light streaks across the surface, creating a high-contrast landscape of bright highlights and deep, subtle shadows. A coating of tiny silver dust shimmers against this richly textured surface. The entire dashboard is gripped by a subtle, high-frequency vibration, causing dust particles to vibrate and rhythmically dance across the surface, some seemingly suspended briefly before settling again. This constant, minute movement, framed by the stillness of the camera's gaze, creates a palpable, suffocating atmosphere of heat and quiet tension, focusing the viewer's attention squarely on the vibrating physical sensations and play of light on the mundane surface.", + "seed": 28043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_4750_seed_28043_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23294436931610107, + "vlm_logprob": -0.23294436931610107, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.23294436931610107, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058126240968704224 + ], + "opposite_logprob_tokens": [ + -2.933126211166382 + ], + "logprob_reward": -0.058126240968704224, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058126240968704224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09046904742717743, + 0.5004268884658813, + 0.02968640625476837, + 0.015044148080050945, + 0.031138384714722633, + 0.10429596155881882, + 0.03595294803380966, + 0.04183552414178848, + 0.06861423701047897, + 0.08253644406795502 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.058126240968704224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029858257621526718 + ], + "opposite_logprob_tokens": [ + -3.529858350753784 + ], + "logprob_reward": -0.029858257621526718, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029858257621526718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057468000799417496, + 0.1109112799167633, + 0.12866416573524475, + 0.03114159218966961, + 0.07339517027139664, + 0.07361096143722534, + 0.09078875929117203, + 0.33710652589797974, + 0.05146954208612442, + 0.04544396325945854 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.029858257621526718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316141217947006 + ], + "opposite_logprob_tokens": [ + -3.7733161449432373 + ], + "logprob_reward": -0.023316141217947006, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316141217947006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05314742028713226, + 0.2722620964050293, + 0.08303988724946976, + 0.022588806226849556, + 0.016442418098449707, + 0.05865795165300369, + 0.21626701951026917, + 0.044026076793670654, + 0.20867317914962769, + 0.024895131587982178 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.023316141217947006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903570681810379 + ], + "opposite_logprob_tokens": [ + -2.579035758972168 + ], + "logprob_reward": -0.07903570681810379, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903570681810379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05954182893037796, + 0.2191600799560547, + 0.07166871428489685, + 0.06261376291513443, + 0.03091580606997013, + 0.11103425174951553, + 0.16008494794368744, + 0.03860082849860191, + 0.20281490683555603, + 0.043564848601818085 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.07903570681810379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743854999542236 + ], + "opposite_logprob_tokens": [ + -0.47438547015190125 + ], + "logprob_reward": -0.9743854999542236, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743854999542236, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11474012583494186, + 0.1343386322259903, + 0.04643363505601883, + 0.02692568488419056, + 0.013355412520468235, + 0.07538741827011108, + 0.14370952546596527, + 0.027015389874577522, + 0.38248273730278015, + 0.035611387342214584 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.9743854999542236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, extreme close-up captures a section of a car's dark gray plastic dashboard, its fine pebbled texture rendered in sharp detail under harsh, direct sunlight. Intense light streaks across the surface, creating a high-contrast landscape of bright highlights and deep, subtle shadows. A coating of tiny silver dust shimmers against this richly textured surface. The entire dashboard is gripped by a subtle, high-frequency vibration, causing dust particles to vibrate and rhythmically dance across the surface, some seemingly suspended briefly before settling again. This constant, minute movement, framed by the stillness of the camera's gaze, creates a palpable, suffocating atmosphere of heat and quiet tension, focusing the viewer's attention squarely on the vibrating physical sensations and play of light on the mundane surface.", + "seed": 28044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_5/index_4750_seed_28044_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23038763366639614, + "vlm_logprob": -0.23038763366639614, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.23038763366639614, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09149429947137833 + ], + "opposite_logprob_tokens": [ + -2.46649432182312 + ], + "logprob_reward": -0.09149429947137833, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09149429947137833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1743851900100708, + 0.08010973036289215, + 0.02103538252413273, + 0.22904670238494873, + 0.04535806179046631, + 0.263852059841156, + 0.09772399067878723, + 0.04146626591682434, + 0.006291245575994253, + 0.040731362998485565 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.09149429947137833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06212009862065315 + ], + "opposite_logprob_tokens": [ + -2.812120199203491 + ], + "logprob_reward": -0.06212009862065315, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06212009862065315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08331674337387085, + 0.0276816263794899, + 0.011331328190863132, + 0.15368634462356567, + 0.05563504621386528, + 0.4367104768753052, + 0.12815764546394348, + 0.04463837668299675, + 0.009915784932672977, + 0.04892668500542641 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.06212009862065315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983766235411167 + ], + "opposite_logprob_tokens": [ + -3.5298376083374023 + ], + "logprob_reward": -0.02983766235411167, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983766235411167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053842876106500626, + 0.04643267020583153, + 0.021866867318749428, + 0.1181052103638649, + 0.053620245307683945, + 0.4099974036216736, + 0.1372978836297989, + 0.09598751366138458, + 0.019765235483646393, + 0.04308411106467247 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.02983766235411167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007650285959244 + ], + "opposite_logprob_tokens": [ + -2.6950764656066895 + ], + "logprob_reward": -0.07007650285959244, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007650285959244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06324513256549835, + 0.07421223074197769, + 0.040311168879270554, + 0.1208406388759613, + 0.059473879635334015, + 0.4086742699146271, + 0.06625380367040634, + 0.09174197912216187, + 0.01915549486875534, + 0.05609133467078209 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.07007650285959244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static extreme close-up of a car's dark gray plastic dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dashboard surface rendered with fine pebbled texture under harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny silver dust particles visible shimmering on the dashboard surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles exhibit high-frequency vibration and rhythmic dancing motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still while the dashboard and dust particles move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984096050262451 + ], + "opposite_logprob_tokens": [ + -0.5234096050262451 + ], + "logprob_reward": -0.8984096050262451, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984096050262451, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1257786601781845, + 0.02849138155579567, + 0.06658138334751129, + 0.3239939510822296, + 0.03634249046444893, + 0.10835353285074234, + 0.13452944159507751, + 0.04875412583351135, + 0.02305767685174942, + 0.10411740839481354 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.8984096050262451 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_tensor([3188, 3188])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_tensor([3188, 3188])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6a399fc57253fd2d163ab15dec370213395185c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_tensor([3188, 3188])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, sideways tracking shot follows a chestnut horse, muscular and silky-smooth, at a full gallop along a forest path bathed in the golden afternoon sun. Tall trees form a natural arch overhead, and warm sunlight filters through the branches, casting dappled shadows on the leaf-strewn dirt path. The air is thick with the fragrance of dust and plants. The horse's hooves fly, their stance relaxed and powerful. Each powerful kick lifts the thick, dry golden leaves from the ground, creating a shimmering vortex that follows its path. These leaves swirl and dance in the light, as if visible in slow motion. Its flowing dark mane and tail fly backwards in the wind, its body shimmering in the interplay of light and shadow, its glossy coat accentuated by sweat. The whole picture is dominated by warm gold and brown tones, full of movement, power and the magnificent beauty of nature, creating a free, vibrant and peaceful atmosphere.", + "seed": 11609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_3188_seed_11609_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2918234381824732, + "vlm_logprob": -0.2918234381824732, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.2918234381824732, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025218600407242775 + ], + "opposite_logprob_tokens": [ + -3.7752184867858887 + ], + "logprob_reward": -0.025218600407242775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025218600407242775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08248906582593918, + 0.08153479546308517, + 0.04261045530438423, + 0.10448196530342102, + 0.11104727536439896, + 0.027471689507365227, + 0.06676559895277023, + 0.053581010550260544, + 0.051544010639190674, + 0.3784741163253784 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.025218600407242775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313382625579834 + ], + "opposite_logprob_tokens": [ + -0.3133825957775116 + ], + "logprob_reward": -1.313382625579834, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313382625579834, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03286895528435707, + 0.09106861799955368, + 0.019907332956790924, + 0.021089602261781693, + 0.017888261005282402, + 0.03612161800265312, + 0.35723456740379333, + 0.03747841343283653, + 0.06021321937441826, + 0.32612940669059753 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -1.313382625579834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728182315826416 + ], + "opposite_logprob_tokens": [ + -3.4087281227111816 + ], + "logprob_reward": -0.033728182315826416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728182315826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062176428735256195, + 0.04099924489855766, + 0.018319690600037575, + 0.016940385103225708, + 0.11997222900390625, + 0.027860725298523903, + 0.46815648674964905, + 0.044326301664114, + 0.049269188195466995, + 0.15197938680648804 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.033728182315826416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868566244840622 + ], + "opposite_logprob_tokens": [ + -3.0486855506896973 + ], + "logprob_reward": -0.04868566244840622, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868566244840622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04368176683783531, + 0.06283339112997055, + 0.04121364280581474, + 0.026139313355088234, + 0.06122472137212753, + 0.03413126990199089, + 0.3604241907596588, + 0.02982967346906662, + 0.03227367252111435, + 0.3082483112812042 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.04868566244840622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029169607907533646, + 0.06262015551328659, + 0.023378446698188782, + 0.01950846053659916, + 0.038247186690568924, + 0.024778401479125023, + 0.3295601010322571, + 0.026317574083805084, + 0.04070134088397026, + 0.40571871399879456 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.03810212016105652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot follows a chestnut horse, muscular and silky-smooth, at a full gallop along a forest path bathed in the golden afternoon sun. Tall trees form a natural arch overhead, and warm sunlight filters through the branches, casting dappled shadows on the leaf-strewn dirt path. The air is thick with the fragrance of dust and plants. The horse's hooves fly, their stance relaxed and powerful. Each powerful kick lifts the thick, dry golden leaves from the ground, creating a shimmering vortex that follows its path. These leaves swirl and dance in the light, as if visible in slow motion. Its flowing dark mane and tail fly backwards in the wind, its body shimmering in the interplay of light and shadow, its glossy coat accentuated by sweat. The whole picture is dominated by warm gold and brown tones, full of movement, power and the magnificent beauty of nature, creating a free, vibrant and peaceful atmosphere.", + "seed": 11610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_3188_seed_11610_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026623951643705367, + "vlm_logprob": -0.026623951643705367, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.026623951643705367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017582502216100693 + ], + "opposite_logprob_tokens": [ + -4.142582416534424 + ], + "logprob_reward": -0.017582502216100693, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017582502216100693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21438631415367126, + 0.07511114329099655, + 0.12449177354574203, + 0.07117076218128204, + 0.10917367041110992, + 0.08100591599941254, + 0.07290059328079224, + 0.08676605671644211, + 0.0812026783823967, + 0.08379112184047699 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.017582502216100693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430726483464241 + ], + "opposite_logprob_tokens": [ + -3.1680727005004883 + ], + "logprob_reward": -0.0430726483464241, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430726483464241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1727645844221115, + 0.07381504774093628, + 0.2685425281524658, + 0.05583164468407631, + 0.04534799978137016, + 0.04789365828037262, + 0.11142101138830185, + 0.025159254670143127, + 0.07798374444246292, + 0.12124058604240417 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0430726483464241 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190933391451836 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190933391451836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190933391451836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12110020965337753, + 0.15296819806098938, + 0.06014202907681465, + 0.08144428580999374, + 0.1416020542383194, + 0.02170903980731964, + 0.3118892014026642, + 0.030871031805872917, + 0.02774457260966301, + 0.0505293644964695 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.018190933391451836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058744616806507 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058744616806507, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058744616806507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19950290024280548, + 0.14360561966896057, + 0.06712879985570908, + 0.1351720541715622, + 0.0625792145729065, + 0.06120980530977249, + 0.07195066660642624, + 0.08535068482160568, + 0.08988633006811142, + 0.08361389487981796 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02058744616806507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368622809648514 + ], + "opposite_logprob_tokens": [ + -3.4086861610412598 + ], + "logprob_reward": -0.03368622809648514, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368622809648514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15716291964054108, + 0.09723207354545593, + 0.09919754415750504, + 0.08937143534421921, + 0.034803666174411774, + 0.046833280473947525, + 0.043322812765836716, + 0.060435254126787186, + 0.27815860509872437, + 0.09348234534263611 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.03368622809648514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot follows a chestnut horse, muscular and silky-smooth, at a full gallop along a forest path bathed in the golden afternoon sun. Tall trees form a natural arch overhead, and warm sunlight filters through the branches, casting dappled shadows on the leaf-strewn dirt path. The air is thick with the fragrance of dust and plants. The horse's hooves fly, their stance relaxed and powerful. Each powerful kick lifts the thick, dry golden leaves from the ground, creating a shimmering vortex that follows its path. These leaves swirl and dance in the light, as if visible in slow motion. Its flowing dark mane and tail fly backwards in the wind, its body shimmering in the interplay of light and shadow, its glossy coat accentuated by sweat. The whole picture is dominated by warm gold and brown tones, full of movement, power and the magnificent beauty of nature, creating a free, vibrant and peaceful atmosphere.", + "seed": 11611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_3188_seed_11611_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09893790446221828, + "vlm_logprob": -0.09893790446221828, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.09893790446221828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021229879930615425 + ], + "opposite_logprob_tokens": [ + -3.8962299823760986 + ], + "logprob_reward": -0.021229879930615425, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021229879930615425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18451237678527832, + 0.031709615141153336, + 0.07184283435344696, + 0.039099499583244324, + 0.038820162415504456, + 0.025639239698648453, + 0.4365570843219757, + 0.03106040693819523, + 0.0956132709980011, + 0.04514549300074577 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.021229879930615425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428884357213974 + ], + "opposite_logprob_tokens": [ + -1.0538843870162964 + ], + "logprob_reward": -0.428884357213974, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428884357213974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083274632692337, + 0.035450708121061325, + 0.06301373988389969, + 0.024151429533958435, + 0.017423035576939583, + 0.024650471284985542, + 0.3637852072715759, + 0.2237577587366104, + 0.07821492850780487, + 0.06122530624270439 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.428884357213974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420799270272255 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.01420799270272255, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420799270272255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18338114023208618, + 0.06610721349716187, + 0.06255145370960236, + 0.16276560723781586, + 0.025247851386666298, + 0.05851496383547783, + 0.24510958790779114, + 0.07380744069814682, + 0.04621465131640434, + 0.07630013674497604 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.01420799270272255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788254275918007 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009788254275918007, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788254275918007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14309942722320557, + 0.0725262388586998, + 0.04657268151640892, + 0.08326070010662079, + 0.04924746975302696, + 0.03436589613556862, + 0.31278273463249207, + 0.09210298955440521, + 0.0558956116437912, + 0.11014625430107117 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.009788254275918007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08115600794553757, + 0.0550585575401783, + 0.08290188759565353, + 0.2914450466632843, + 0.04773644357919693, + 0.033074818551540375, + 0.07755254954099655, + 0.20425337553024292, + 0.06477916985750198, + 0.06204210966825485 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.020579038187861443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, sideways tracking shot follows a chestnut horse, muscular and silky-smooth, at a full gallop along a forest path bathed in the golden afternoon sun. Tall trees form a natural arch overhead, and warm sunlight filters through the branches, casting dappled shadows on the leaf-strewn dirt path. The air is thick with the fragrance of dust and plants. The horse's hooves fly, their stance relaxed and powerful. Each powerful kick lifts the thick, dry golden leaves from the ground, creating a shimmering vortex that follows its path. These leaves swirl and dance in the light, as if visible in slow motion. Its flowing dark mane and tail fly backwards in the wind, its body shimmering in the interplay of light and shadow, its glossy coat accentuated by sweat. The whole picture is dominated by warm gold and brown tones, full of movement, power and the magnificent beauty of nature, creating a free, vibrant and peaceful atmosphere.", + "seed": 11612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_6/index_3188_seed_11612_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.061743121966719626, + "vlm_logprob": -0.061743121966719626, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.061743121966719626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07116042822599411 + ], + "opposite_logprob_tokens": [ + -2.696160316467285 + ], + "logprob_reward": -0.07116042822599411, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07116042822599411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11041109263896942, + 0.05265052616596222, + 0.029677944257855415, + 0.295145183801651, + 0.046014584600925446, + 0.3126046061515808, + 0.05035938322544098, + 0.02564767748117447, + 0.047164320945739746, + 0.030324699357151985 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.07116042822599411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988835275173187 + ], + "opposite_logprob_tokens": [ + -1.804888367652893 + ], + "logprob_reward": -0.17988835275173187, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988835275173187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13110172748565674, + 0.28547385334968567, + 0.029890362173318863, + 0.034737493842840195, + 0.2386302798986435, + 0.10349556803703308, + 0.04336068406701088, + 0.03397306054830551, + 0.058524925261735916, + 0.04081207886338234 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.17988835275173187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13864950835704803, + 0.16761881113052368, + 0.19610606133937836, + 0.048693448305130005, + 0.06916238367557526, + 0.07596177607774734, + 0.1808507889509201, + 0.03569028899073601, + 0.028598150238394737, + 0.0586688295006752 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301467299461365 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301467299461365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301467299461365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11630916595458984, + 0.058425672352313995, + 0.03170086070895195, + 0.021889811381697655, + 0.13915348052978516, + 0.039019208401441574, + 0.4176560938358307, + 0.0725557953119278, + 0.027411483228206635, + 0.07587841898202896 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.023301467299461365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chestnut horse with a muscular build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse moving at a full gallop along a forest path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature tall trees forming a natural arch overhead with dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thick, dry golden leaves being kicked up by the horse's hooves to create a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking sideways?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328236773610115 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328236773610115, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328236773610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16105908155441284, + 0.061792656779289246, + 0.05888761579990387, + 0.06456330418586731, + 0.08586948364973068, + 0.1528496891260147, + 0.1442614495754242, + 0.041822876781225204, + 0.18110258877277374, + 0.047791268676519394 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02328236773610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_tensor([2974, 2974])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_tensor([2974, 2974])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e55d63e6fd1133017c09fbecc9d83b473c1c2361 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_tensor([2974, 2974])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle camera zooms forward, leading the viewer through the near-black depths of the water, dotted with tiny particles of marine snow, toward the murky entrance of a vast underwater cavern. From the shadows of the cavern's mouth, three or four enormous tentacles slowly emerge with a hypnotic rhythm, gracefully twisting and undulating in a silent dance. Each tentacle, as thick as the trunk of an ancient tree, is covered in mottled skin hues of deep purple and inky black, appearing moist and smooth under the faint bioluminescence filtering from the depths of the cavern. Countless pale suction cups on the undersides of the tentacles rhythmically open and close with their sinuous movements, carefully brushing against the sharp edges of the volcanic rock at the entrance. As the camera steadily advances into the cavern, the bulk of a gigantic ancient octopus emerges. Its massive, bulbous body nearly fills the entire cavern, its skin dotted with bioluminescent dots of faint blue and emerald green, providing the sole source of light in this abyss. The faint light outlines its massive silhouette and ghostly shadows on the rock face. A massive golden eye, gleaming with ancient wisdom, half-closes in the darkness, gazing silently ahead. The entire scene is shrouded in a mysterious atmosphere of tranquility and primal power. The tones are extremely cold, punctuated only by the faint warmth brought by bioluminescence, creating an awe-inspiring and chilling spectacle of the deep sea.", + "seed": 32061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_2974_seed_32061_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04333697948604822, + "vlm_logprob": -0.04333697948604822, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04333697948604822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08379968255758286 + ], + "opposite_logprob_tokens": [ + -2.7087996006011963 + ], + "logprob_reward": -0.08379968255758286, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08379968255758286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13215340673923492, + 0.12266134470701218, + 0.09258553385734558, + 0.04853356257081032, + 0.06259593367576599, + 0.06997181475162506, + 0.12417743355035782, + 0.272657185792923, + 0.03508344665169716, + 0.03958030045032501 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.08379968255758286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07909463346004486 + ], + "opposite_logprob_tokens": [ + -2.579094648361206 + ], + "logprob_reward": -0.07909463346004486, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07909463346004486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17577067017555237, + 0.11661281436681747, + 0.1429125964641571, + 0.11094938963651657, + 0.11101668328046799, + 0.06383808702230453, + 0.08902257680892944, + 0.059367820620536804, + 0.05518903583288193, + 0.075320303440094 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07909463346004486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811974614858627 + ], + "opposite_logprob_tokens": [ + -3.5298118591308594 + ], + "logprob_reward": -0.029811974614858627, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811974614858627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2596321702003479, + 0.11532645672559738, + 0.20228710770606995, + 0.03366222232580185, + 0.18858572840690613, + 0.027665672823786736, + 0.03365974500775337, + 0.028960851952433586, + 0.07844481617212296, + 0.03177523612976074 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.029811974614858627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978577509522438 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.00978577509522438, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978577509522438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09436072409152985, + 0.12844158709049225, + 0.04860984906554222, + 0.04762757942080498, + 0.06787335127592087, + 0.09886913746595383, + 0.09671524912118912, + 0.0945965051651001, + 0.16669678688049316, + 0.1562093198299408 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.00978577509522438 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192831702530384 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014192831702530384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192831702530384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08710329979658127, + 0.0802907943725586, + 0.027280032634735107, + 0.053810615092515945, + 0.029297849163413048, + 0.09077488631010056, + 0.08661431074142456, + 0.0839468315243721, + 0.08061729371547699, + 0.3802641034126282 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.014192831702530384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle camera zooms forward, leading the viewer through the near-black depths of the water, dotted with tiny particles of marine snow, toward the murky entrance of a vast underwater cavern. From the shadows of the cavern's mouth, three or four enormous tentacles slowly emerge with a hypnotic rhythm, gracefully twisting and undulating in a silent dance. Each tentacle, as thick as the trunk of an ancient tree, is covered in mottled skin hues of deep purple and inky black, appearing moist and smooth under the faint bioluminescence filtering from the depths of the cavern. Countless pale suction cups on the undersides of the tentacles rhythmically open and close with their sinuous movements, carefully brushing against the sharp edges of the volcanic rock at the entrance. As the camera steadily advances into the cavern, the bulk of a gigantic ancient octopus emerges. Its massive, bulbous body nearly fills the entire cavern, its skin dotted with bioluminescent dots of faint blue and emerald green, providing the sole source of light in this abyss. The faint light outlines its massive silhouette and ghostly shadows on the rock face. A massive golden eye, gleaming with ancient wisdom, half-closes in the darkness, gazing silently ahead. The entire scene is shrouded in a mysterious atmosphere of tranquility and primal power. The tones are extremely cold, punctuated only by the faint warmth brought by bioluminescence, creating an awe-inspiring and chilling spectacle of the deep sea.", + "seed": 32062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_2974_seed_32062_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04230950027704239, + "vlm_logprob": -0.04230950027704239, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04230950027704239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050483159720897675 + ], + "opposite_logprob_tokens": [ + -3.300483226776123 + ], + "logprob_reward": -0.050483159720897675, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.050483159720897675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13304246962070465, + 0.07296805083751678, + 0.10129299014806747, + 0.1090177446603775, + 0.0646110475063324, + 0.052487291395664215, + 0.09841430187225342, + 0.06458482146263123, + 0.11505848169326782, + 0.18852277100086212 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.050483159720897675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1004500612616539 + ], + "opposite_logprob_tokens": [ + -2.350450038909912 + ], + "logprob_reward": -0.1004500612616539, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1004500612616539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19967962801456451, + 0.04445267841219902, + 0.10847342759370804, + 0.0729246735572815, + 0.03725918382406235, + 0.027443116530776024, + 0.15515117347240448, + 0.06767642498016357, + 0.17585667967796326, + 0.11108303815126419 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.1004500612616539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636036090552807 + ], + "opposite_logprob_tokens": [ + -3.651360273361206 + ], + "logprob_reward": -0.02636036090552807, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636036090552807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546526849269867, + 0.035229988396167755, + 0.05118474364280701, + 0.042696043848991394, + 0.03417180851101875, + 0.037114884704351425, + 0.2580816447734833, + 0.0626366138458252, + 0.21484607458114624, + 0.10938554257154465 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.02636036090552807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606965810060501 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.01606965810060501, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606965810060501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513094276189804, + 0.07353556156158447, + 0.05359497293829918, + 0.03805343806743622, + 0.021911654621362686, + 0.050262127071619034, + 0.14051125943660736, + 0.11500446498394012, + 0.22220170497894287, + 0.18979385495185852 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01606965810060501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818426139652729 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818426139652729, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818426139652729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025801854208111763, + 0.0181999783962965, + 0.015081415884196758, + 0.01946219801902771, + 0.016181781888008118, + 0.02748124487698078, + 0.14862287044525146, + 0.0440584272146225, + 0.35937821865081787, + 0.3257319927215576 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01818426139652729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle camera zooms forward, leading the viewer through the near-black depths of the water, dotted with tiny particles of marine snow, toward the murky entrance of a vast underwater cavern. From the shadows of the cavern's mouth, three or four enormous tentacles slowly emerge with a hypnotic rhythm, gracefully twisting and undulating in a silent dance. Each tentacle, as thick as the trunk of an ancient tree, is covered in mottled skin hues of deep purple and inky black, appearing moist and smooth under the faint bioluminescence filtering from the depths of the cavern. Countless pale suction cups on the undersides of the tentacles rhythmically open and close with their sinuous movements, carefully brushing against the sharp edges of the volcanic rock at the entrance. As the camera steadily advances into the cavern, the bulk of a gigantic ancient octopus emerges. Its massive, bulbous body nearly fills the entire cavern, its skin dotted with bioluminescent dots of faint blue and emerald green, providing the sole source of light in this abyss. The faint light outlines its massive silhouette and ghostly shadows on the rock face. A massive golden eye, gleaming with ancient wisdom, half-closes in the darkness, gazing silently ahead. The entire scene is shrouded in a mysterious atmosphere of tranquility and primal power. The tones are extremely cold, punctuated only by the faint warmth brought by bioluminescence, creating an awe-inspiring and chilling spectacle of the deep sea.", + "seed": 32063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_2974_seed_32063_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05959190838038921, + "vlm_logprob": -0.05959190838038921, + "vlm_yes_no_margin": 3.0250000238418577, + "vlm_token_credit": -0.05959190838038921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03444677218794823 + ], + "opposite_logprob_tokens": [ + -3.5344467163085938 + ], + "logprob_reward": -0.03444677218794823, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03444677218794823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09426571428775787, + 0.028601868078112602, + 0.028571482747793198, + 0.03170337527990341, + 0.08223233371973038, + 0.08002553880214691, + 0.4312906563282013, + 0.10543685406446457, + 0.07175812125205994, + 0.046114061027765274 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.03444677218794823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14291825890541077 + ], + "opposite_logprob_tokens": [ + -2.017918348312378 + ], + "logprob_reward": -0.14291825890541077, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14291825890541077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07004959881305695, + 0.026966456323862076, + 0.024485021829605103, + 0.028111012652516365, + 0.0326336994767189, + 0.052800945937633514, + 0.6022884845733643, + 0.04874124750494957, + 0.08153180778026581, + 0.032391805201768875 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.14291825890541077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052560705691576004, + 0.023174677044153214, + 0.03217347338795662, + 0.03829463571310043, + 0.06384867429733276, + 0.08715744316577911, + 0.5493108630180359, + 0.056496478617191315, + 0.07174766063690186, + 0.025235457345843315 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864932969212532 + ], + "opposite_logprob_tokens": [ + -3.048649311065674 + ], + "logprob_reward": -0.04864932969212532, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864932969212532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03141814097762108, + 0.02728428691625595, + 0.05260847881436348, + 0.05932798609137535, + 0.05063678324222565, + 0.08523044735193253, + 0.5364482402801514, + 0.05397762730717659, + 0.04150218889117241, + 0.06156575679779053 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.04864932969212532 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048645809292793274 + ], + "opposite_logprob_tokens": [ + -3.0486457347869873 + ], + "logprob_reward": -0.048645809292793274, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048645809292793274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06297622621059418, + 0.03730442374944687, + 0.02664026990532875, + 0.036596111953258514, + 0.04862675070762634, + 0.06281395256519318, + 0.2817865312099457, + 0.105661541223526, + 0.13614468276500702, + 0.2014494687318802 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.048645809292793274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle camera zooms forward, leading the viewer through the near-black depths of the water, dotted with tiny particles of marine snow, toward the murky entrance of a vast underwater cavern. From the shadows of the cavern's mouth, three or four enormous tentacles slowly emerge with a hypnotic rhythm, gracefully twisting and undulating in a silent dance. Each tentacle, as thick as the trunk of an ancient tree, is covered in mottled skin hues of deep purple and inky black, appearing moist and smooth under the faint bioluminescence filtering from the depths of the cavern. Countless pale suction cups on the undersides of the tentacles rhythmically open and close with their sinuous movements, carefully brushing against the sharp edges of the volcanic rock at the entrance. As the camera steadily advances into the cavern, the bulk of a gigantic ancient octopus emerges. Its massive, bulbous body nearly fills the entire cavern, its skin dotted with bioluminescent dots of faint blue and emerald green, providing the sole source of light in this abyss. The faint light outlines its massive silhouette and ghostly shadows on the rock face. A massive golden eye, gleaming with ancient wisdom, half-closes in the darkness, gazing silently ahead. The entire scene is shrouded in a mysterious atmosphere of tranquility and primal power. The tones are extremely cold, punctuated only by the faint warmth brought by bioluminescence, creating an awe-inspiring and chilling spectacle of the deep sea.", + "seed": 32064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_7/index_2974_seed_32064_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.059377051144838336, + "vlm_logprob": -0.059377051144838336, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.059377051144838336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08378433436155319 + ], + "opposite_logprob_tokens": [ + -2.708784341812134 + ], + "logprob_reward": -0.08378433436155319, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08378433436155319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30878347158432007, + 0.12499526143074036, + 0.0896497517824173, + 0.06525196135044098, + 0.05945190042257309, + 0.05941982939839363, + 0.04680726304650307, + 0.07959938049316406, + 0.05865347012877464, + 0.10738770663738251 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.08378433436155319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16045594215393066 + ], + "opposite_logprob_tokens": [ + -1.9104559421539307 + ], + "logprob_reward": -0.16045594215393066, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16045594215393066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1906418353319168, + 0.16339346766471863, + 0.13134640455245972, + 0.13731209933757782, + 0.05221201479434967, + 0.0426897369325161, + 0.06707487255334854, + 0.09207591414451599, + 0.0623861588537693, + 0.060867469757795334 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.16045594215393066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207875356078148 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207875356078148, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207875356078148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14065980911254883, + 0.05738934874534607, + 0.17465722560882568, + 0.15071606636047363, + 0.05584120377898216, + 0.17263300716876984, + 0.09486505389213562, + 0.07556994259357452, + 0.03431430831551552, + 0.043354060500860214 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.014207875356078148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20787326991558075, + 0.06890586763620377, + 0.08852289617061615, + 0.06411327421665192, + 0.05855385214090347, + 0.049898989498615265, + 0.14304219186306, + 0.15345560014247894, + 0.07226983457803726, + 0.0933641865849495 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.008640285581350327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and does it zoom forward into the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three or four enormous tentacles visible emerging from the cavern entrance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles display mottled skin hues of deep purple and inky black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a gigantic ancient octopus with a bulbous body visible inside the cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a massive golden eye visible on the octopus's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796818271279335 + ], + "opposite_logprob_tokens": [ + -3.529796838760376 + ], + "logprob_reward": -0.029796818271279335, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796818271279335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09803278744220734, + 0.055778563022613525, + 0.03643672913312912, + 0.04997663572430611, + 0.025156237185001373, + 0.048876505345106125, + 0.18260902166366577, + 0.40317168831825256, + 0.04094414412975311, + 0.05901766195893288 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.029796818271279335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_tensor([369, 369])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_tensor([369, 369])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02a30f1f86645e4c4cd3ae24b545b2fff418a75f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_tensor([369, 369])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, shot from a slightly elevated angle, captures a moment of quiet discovery in a pitch-black room. A thick, white wax candle rests on a dark, polished wooden surface, its lone flame flickering with vibrant orange and yellow hues, casting a small, warm pool of light. From the enveloping shadows, a furry kitten's paw, covered in soft ginger and white fur, cautiously reaches toward the enchanting light. The paw hesitates in mid-air, its tiny, soft pink claw gleaming in the warm light, before tentatively and gently tapping the column of hot air above the flame. This delicate movement causes its own long, twisting shadow to dance dramatically across the texture. The candle's flickering creates a dynamic play of black and white contrast, highlighting the delicate texture of the kitten's fur and the shimmering, half-melted wax on one side of the candle, while plunging the rest of the environment into a deep, velvety black, creating an atmosphere of intense, silent curiosity that is both tranquil and suspenseful.", + "seed": 6860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_369_seed_6860_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027370139397680758, + "vlm_logprob": -0.027370139397680758, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.027370139397680758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025221971794962883 + ], + "opposite_logprob_tokens": [ + -3.775222063064575 + ], + "logprob_reward": -0.025221971794962883, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025221971794962883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1856858879327774, + 0.08820097893476486, + 0.03212893754243851, + 0.0762399211525917, + 0.1608225405216217, + 0.13724884390830994, + 0.15816150605678558, + 0.025812454521656036, + 0.0735834464430809, + 0.06211543828248978 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.025221971794962883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870178550481796 + ], + "opposite_logprob_tokens": [ + -3.048701763153076 + ], + "logprob_reward": -0.04870178550481796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870178550481796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019185870885849, + 0.14420880377292633, + 0.08750972151756287, + 0.05427086725831032, + 0.10692938417196274, + 0.08767012506723404, + 0.1105567216873169, + 0.058767229318618774, + 0.10905907303094864, + 0.039109449833631516 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04870178550481796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548773549497128 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012548773549497128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548773549497128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22395849227905273, + 0.05673879012465477, + 0.0646531730890274, + 0.06731525808572769, + 0.11181848496198654, + 0.17974276840686798, + 0.09904622286558151, + 0.0349329374730587, + 0.12110450118780136, + 0.04068934544920921 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.012548773549497128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799478128552437 + ], + "opposite_logprob_tokens": [ + -3.529799461364746 + ], + "logprob_reward": -0.029799478128552437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799478128552437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11968279629945755, + 0.08560121804475784, + 0.037421710789203644, + 0.018919792026281357, + 0.16247540712356567, + 0.12610170245170593, + 0.11066886782646179, + 0.054504793137311935, + 0.11134560406208038, + 0.17327815294265747 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.029799478128552437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578688010573387 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578688010573387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578688010573387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15082703530788422, + 0.0736146941781044, + 0.05723262205719948, + 0.04302094876766205, + 0.09193430095911026, + 0.1460220068693161, + 0.21995416283607483, + 0.07368271052837372, + 0.08001528680324554, + 0.06369630247354507 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.020578688010573387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, shot from a slightly elevated angle, captures a moment of quiet discovery in a pitch-black room. A thick, white wax candle rests on a dark, polished wooden surface, its lone flame flickering with vibrant orange and yellow hues, casting a small, warm pool of light. From the enveloping shadows, a furry kitten's paw, covered in soft ginger and white fur, cautiously reaches toward the enchanting light. The paw hesitates in mid-air, its tiny, soft pink claw gleaming in the warm light, before tentatively and gently tapping the column of hot air above the flame. This delicate movement causes its own long, twisting shadow to dance dramatically across the texture. The candle's flickering creates a dynamic play of black and white contrast, highlighting the delicate texture of the kitten's fur and the shimmering, half-melted wax on one side of the candle, while plunging the rest of the environment into a deep, velvety black, creating an atmosphere of intense, silent curiosity that is both tranquil and suspenseful.", + "seed": 6861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_369_seed_6861_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03896605409681797, + "vlm_logprob": -0.03896605409681797, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03896605409681797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10106819868087769 + ], + "opposite_logprob_tokens": [ + -2.3510682582855225 + ], + "logprob_reward": -0.10106819868087769, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10106819868087769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16616524755954742, + 0.235677570104599, + 0.05386430770158768, + 0.061145588755607605, + 0.04248959571123123, + 0.01724402792751789, + 0.045652180910110474, + 0.05688305199146271, + 0.07132983207702637, + 0.24954861402511597 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.10106819868087769 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814170882105827 + ], + "opposite_logprob_tokens": [ + -3.2881417274475098 + ], + "logprob_reward": -0.03814170882105827, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814170882105827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21378792822360992, + 0.22443124651908875, + 0.12604279816150665, + 0.1077783852815628, + 0.09073729068040848, + 0.04262092337012291, + 0.031254127621650696, + 0.027323981747031212, + 0.06723009794950485, + 0.06879319250583649 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03814170882105827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638413459062576 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.007638413459062576, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638413459062576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24448935687541962, + 0.2428533285856247, + 0.040486060082912445, + 0.030684150755405426, + 0.0729098692536354, + 0.08948025852441788, + 0.05254756286740303, + 0.035782311111688614, + 0.059523291885852814, + 0.13124382495880127 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007638413459062576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189528957009315 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189528957009315, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189528957009315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12811893224716187, + 0.06197038292884827, + 0.10696578025817871, + 0.13470329344272614, + 0.2677655518054962, + 0.05022408440709114, + 0.05115867778658867, + 0.06729765981435776, + 0.06470544636249542, + 0.06709014624357224 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.018189528957009315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792420566082 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792420566082, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792420566082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316548109054565, + 0.10908826440572739, + 0.06117917597293854, + 0.14631429314613342, + 0.14053131639957428, + 0.05202047526836395, + 0.042981818318367004, + 0.044026751071214676, + 0.14736616611480713, + 0.06332626938819885 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.029792420566082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, shot from a slightly elevated angle, captures a moment of quiet discovery in a pitch-black room. A thick, white wax candle rests on a dark, polished wooden surface, its lone flame flickering with vibrant orange and yellow hues, casting a small, warm pool of light. From the enveloping shadows, a furry kitten's paw, covered in soft ginger and white fur, cautiously reaches toward the enchanting light. The paw hesitates in mid-air, its tiny, soft pink claw gleaming in the warm light, before tentatively and gently tapping the column of hot air above the flame. This delicate movement causes its own long, twisting shadow to dance dramatically across the texture. The candle's flickering creates a dynamic play of black and white contrast, highlighting the delicate texture of the kitten's fur and the shimmering, half-melted wax on one side of the candle, while plunging the rest of the environment into a deep, velvety black, creating an atmosphere of intense, silent curiosity that is both tranquil and suspenseful.", + "seed": 6862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_369_seed_6862_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06325698178261518, + "vlm_logprob": -0.06325698178261518, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.06325698178261518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20196053385734558 + ], + "opposite_logprob_tokens": [ + -1.701960563659668 + ], + "logprob_reward": -0.20196053385734558, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20196053385734558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5874502658843994, + 0.0832575187087059, + 0.07220346480607986, + 0.018167633563280106, + 0.024115759879350662, + 0.04910629987716675, + 0.03491482511162758, + 0.021161239594221115, + 0.027945492416620255, + 0.08167747408151627 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.20196053385734558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048688389360904694 + ], + "opposite_logprob_tokens": [ + -3.0486884117126465 + ], + "logprob_reward": -0.048688389360904694, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048688389360904694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29093483090400696, + 0.09888851642608643, + 0.13644564151763916, + 0.06573580205440521, + 0.05402004346251488, + 0.08742859959602356, + 0.10559555888175964, + 0.045256540179252625, + 0.06404492259025574, + 0.051649484783411026 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.048688389360904694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649504743516445 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649504743516445, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649504743516445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5429307818412781, + 0.13713625073432922, + 0.055302318185567856, + 0.017093513160943985, + 0.04754309728741646, + 0.043365638703107834, + 0.05555972829461098, + 0.017504168674349785, + 0.027435218915343285, + 0.05612929165363312 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008649504743516445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702366054058075 + ], + "opposite_logprob_tokens": [ + -3.4087023735046387 + ], + "logprob_reward": -0.033702366054058075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702366054058075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2344454526901245, + 0.19628825783729553, + 0.07876398414373398, + 0.03693018853664398, + 0.11744676530361176, + 0.0737195685505867, + 0.10360990464687347, + 0.03306936100125313, + 0.0405937060713768, + 0.08513286709785461 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033702366054058075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328411489725113 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328411489725113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328411489725113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16834650933742523, + 0.19251273572444916, + 0.09619420766830444, + 0.024758651852607727, + 0.13497492671012878, + 0.11180353164672852, + 0.07257749140262604, + 0.029712876304984093, + 0.03058154322206974, + 0.13853752613067627 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.02328411489725113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, shot from a slightly elevated angle, captures a moment of quiet discovery in a pitch-black room. A thick, white wax candle rests on a dark, polished wooden surface, its lone flame flickering with vibrant orange and yellow hues, casting a small, warm pool of light. From the enveloping shadows, a furry kitten's paw, covered in soft ginger and white fur, cautiously reaches toward the enchanting light. The paw hesitates in mid-air, its tiny, soft pink claw gleaming in the warm light, before tentatively and gently tapping the column of hot air above the flame. This delicate movement causes its own long, twisting shadow to dance dramatically across the texture. The candle's flickering creates a dynamic play of black and white contrast, highlighting the delicate texture of the kitten's fur and the shimmering, half-melted wax on one side of the candle, while plunging the rest of the environment into a deep, velvety black, creating an atmosphere of intense, silent curiosity that is both tranquil and suspenseful.", + "seed": 6863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_8/index_369_seed_6863_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24154540263116359, + "vlm_logprob": -0.24154540263116359, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.24154540263116359, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0544456243515015 + ], + "opposite_logprob_tokens": [ + -0.42944562435150146 + ], + "logprob_reward": -1.0544456243515015, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0544456243515015, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20931215584278107, + 0.06812037527561188, + 0.0680118128657341, + 0.1016726866364479, + 0.1356000155210495, + 0.17046155035495758, + 0.1300351917743683, + 0.04460911452770233, + 0.031704019755125046, + 0.040473129600286484 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -1.0544456243515015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314972087740898 + ], + "opposite_logprob_tokens": [ + -3.168149709701538 + ], + "logprob_reward": -0.04314972087740898, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314972087740898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1965203583240509, + 0.08777188509702682, + 0.05516111105680466, + 0.12931974232196808, + 0.09778871387243271, + 0.03404762223362923, + 0.06991022080183029, + 0.18530769646167755, + 0.06431490182876587, + 0.07985769957304001 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04314972087740898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038151003420352936 + ], + "opposite_logprob_tokens": [ + -3.2881510257720947 + ], + "logprob_reward": -0.038151003420352936, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038151003420352936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11853630840778351, + 0.11645675450563431, + 0.07093490660190582, + 0.108618825674057, + 0.11545801907777786, + 0.19803358614444733, + 0.13388857245445251, + 0.058641210198402405, + 0.023820528760552406, + 0.05561127886176109 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.038151003420352936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023315327242016792 + ], + "opposite_logprob_tokens": [ + -3.7733154296875 + ], + "logprob_reward": -0.023315327242016792, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023315327242016792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20456147193908691, + 0.16488012671470642, + 0.05484187230467796, + 0.08562236279249191, + 0.0877654179930687, + 0.1309705376625061, + 0.11306559294462204, + 0.06518973410129547, + 0.04959127679467201, + 0.04351155832409859 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023315327242016792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a furry kitten's paw reaching toward a candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pitch-black room with a thick white wax candle on a dark polished wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten's paw have soft ginger and white fur with tiny pink claws visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the paw hesitate in mid-air and then gently tap the column of hot air above the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and shot from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866533726453781 + ], + "opposite_logprob_tokens": [ + -3.0486652851104736 + ], + "logprob_reward": -0.04866533726453781, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866533726453781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433941125869751, + 0.10798684507608414, + 0.07870512455701828, + 0.0866018608212471, + 0.2164689302444458, + 0.1735064834356308, + 0.08693644404411316, + 0.017474010586738586, + 0.06613609194755554, + 0.02279006689786911 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.04866533726453781 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_tensor([1341, 1341])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_tensor([1341, 1341])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6740f7e6f0eee85098a1d0ce60fd9f579a87a07b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_tensor([1341, 1341])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled medium close-up, rendered in classic cinematic style with subtle film grain and rich, high-contrast lighting, captures a solitary figure hunched over a dark, immaculately polished mahogany bar. A low, unseen lamp casts a soft, warm light around him, casting a focused pool of golden light and causing the deep shadows of the quiet bar to fade into a soft-focus blur. The man, approximately 40 years old, has neatly combed, graying hair and wears a charcoal-gray wool suit jacket over a crisp white shirt, unbuttoned at the collar. His shoulders slump with fatigue, and his entire posture exudes a deep weariness. His gaze is fixed unblinkingly on the deep amber liquid of whiskey swirling within a heavy, crystal-cut ashtray held in his hand. Then he slowly exhales, a visible, subtle breath appearing in the still air, a tangible sigh that lingers briefly in the warm light before dissipating. The entire scene is steeped in an atmosphere of quiet contemplation, and his melancholic, introspective expression and profound serenity create a powerful and melancholic portrait of a man lost in thought.", + "seed": 30733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_1341_seed_30733_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13323984201997519, + "vlm_logprob": -0.13323984201997519, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.13323984201997519, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02090270258486271 + ], + "opposite_logprob_tokens": [ + -4.270902633666992 + ], + "logprob_reward": -0.02090270258486271, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02090270258486271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27340465784072876, + 0.22770573198795319, + 0.0964035615324974, + 0.08705034106969833, + 0.059270959347486496, + 0.030916821211576462, + 0.04298011586070061, + 0.03984453156590462, + 0.07035887241363525, + 0.07206437736749649 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02090270258486271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16043035686016083 + ], + "opposite_logprob_tokens": [ + -1.9104303121566772 + ], + "logprob_reward": -0.16043035686016083, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16043035686016083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11242817342281342, + 0.1306990385055542, + 0.2481182962656021, + 0.1641962081193924, + 0.03908132389187813, + 0.031324222683906555, + 0.04101783409714699, + 0.03288846090435982, + 0.15780285000801086, + 0.04244358837604523 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.16043035686016083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073091067373753 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073091067373753, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073091067373753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23813234269618988, + 0.2013501226902008, + 0.08455563336610794, + 0.08875677734613419, + 0.06615623831748962, + 0.07802124321460724, + 0.04774792492389679, + 0.025129985064268112, + 0.10181402415037155, + 0.06833567470312119 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.011073091067373753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035643219947815 + ], + "opposite_logprob_tokens": [ + -1.9103564023971558 + ], + "logprob_reward": -0.16035643219947815, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035643219947815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19451788067817688, + 0.3914264440536499, + 0.07999883592128754, + 0.06486843526363373, + 0.07152947038412094, + 0.03679709881544113, + 0.031208641827106476, + 0.021111931651830673, + 0.07196564972400665, + 0.036575622856616974 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.16035643219947815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134366273880005 + ], + "opposite_logprob_tokens": [ + -1.3134366273880005 + ], + "logprob_reward": -0.3134366273880005, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134366273880005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161929190158844, + 0.09484051167964935, + 0.2231055647134781, + 0.04573405906558037, + 0.07767050713300705, + 0.10091306269168854, + 0.03860792890191078, + 0.07142811268568039, + 0.10940283536911011, + 0.07636820524930954 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.3134366273880005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium close-up, rendered in classic cinematic style with subtle film grain and rich, high-contrast lighting, captures a solitary figure hunched over a dark, immaculately polished mahogany bar. A low, unseen lamp casts a soft, warm light around him, casting a focused pool of golden light and causing the deep shadows of the quiet bar to fade into a soft-focus blur. The man, approximately 40 years old, has neatly combed, graying hair and wears a charcoal-gray wool suit jacket over a crisp white shirt, unbuttoned at the collar. His shoulders slump with fatigue, and his entire posture exudes a deep weariness. His gaze is fixed unblinkingly on the deep amber liquid of whiskey swirling within a heavy, crystal-cut ashtray held in his hand. Then he slowly exhales, a visible, subtle breath appearing in the still air, a tangible sigh that lingers briefly in the warm light before dissipating. The entire scene is steeped in an atmosphere of quiet contemplation, and his melancholic, introspective expression and profound serenity create a powerful and melancholic portrait of a man lost in thought.", + "seed": 30734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_1341_seed_30734_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18121748939156532, + "vlm_logprob": -0.18121748939156532, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.18121748939156532, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03018575720489025 + ], + "opposite_logprob_tokens": [ + -4.280185699462891 + ], + "logprob_reward": -0.03018575720489025, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.03018575720489025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03646087273955345, + 0.05123302340507507, + 0.022007733583450317, + 0.49442312121391296, + 0.008353884331882, + 0.01799994893372059, + 0.2033974826335907, + 0.044889889657497406, + 0.027514342218637466, + 0.0937197357416153 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.03018575720489025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710505723953247 + ], + "opposite_logprob_tokens": [ + -2.1271049976348877 + ], + "logprob_reward": -0.12710505723953247, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710505723953247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06072109937667847, + 0.04698726534843445, + 0.028048209846019745, + 0.438334584236145, + 0.19347821176052094, + 0.022496052086353302, + 0.060106903314590454, + 0.07435580343008041, + 0.03458452224731445, + 0.04088729992508888 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.12710505723953247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980283461511135 + ], + "opposite_logprob_tokens": [ + -3.5298027992248535 + ], + "logprob_reward": -0.02980283461511135, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980283461511135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13030175864696503, + 0.2465021163225174, + 0.026927659288048744, + 0.18587663769721985, + 0.10544103384017944, + 0.04087112098932266, + 0.05058511346578598, + 0.010559998452663422, + 0.12246675789356232, + 0.0804678201675415 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02980283461511135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761631727218628 + ], + "opposite_logprob_tokens": [ + -0.8261631727218628 + ], + "logprob_reward": -0.5761631727218628, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761631727218628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07077714055776596, + 0.03873937949538231, + 0.024141434580087662, + 0.4848555326461792, + 0.0306764654815197, + 0.019848588854074478, + 0.14333578944206238, + 0.06242584437131882, + 0.09704196453094482, + 0.02815789356827736 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.5761631727218628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283062517642975 + ], + "opposite_logprob_tokens": [ + -2.0178306102752686 + ], + "logprob_reward": -0.14283062517642975, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283062517642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06640872359275818, + 0.0677880346775055, + 0.016696231439709663, + 0.23016436398029327, + 0.0712486281991005, + 0.025929180905222893, + 0.25205713510513306, + 0.06026799604296684, + 0.014788756147027016, + 0.19465099275112152 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.14283062517642975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium close-up, rendered in classic cinematic style with subtle film grain and rich, high-contrast lighting, captures a solitary figure hunched over a dark, immaculately polished mahogany bar. A low, unseen lamp casts a soft, warm light around him, casting a focused pool of golden light and causing the deep shadows of the quiet bar to fade into a soft-focus blur. The man, approximately 40 years old, has neatly combed, graying hair and wears a charcoal-gray wool suit jacket over a crisp white shirt, unbuttoned at the collar. His shoulders slump with fatigue, and his entire posture exudes a deep weariness. His gaze is fixed unblinkingly on the deep amber liquid of whiskey swirling within a heavy, crystal-cut ashtray held in his hand. Then he slowly exhales, a visible, subtle breath appearing in the still air, a tangible sigh that lingers briefly in the warm light before dissipating. The entire scene is steeped in an atmosphere of quiet contemplation, and his melancholic, introspective expression and profound serenity create a powerful and melancholic portrait of a man lost in thought.", + "seed": 30735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_1341_seed_30735_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16408188343048097, + "vlm_logprob": -0.16408188343048097, + "vlm_yes_no_margin": 2.6249999523162844, + "vlm_token_credit": -0.16408188343048097, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020834872499108315 + ], + "opposite_logprob_tokens": [ + -4.520834922790527 + ], + "logprob_reward": -0.020834872499108315, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.020834872499108315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543227583169937, + 0.06703732907772064, + 0.07468899339437485, + 0.05061458423733711, + 0.039834100753068924, + 0.028118440881371498, + 0.12583014369010925, + 0.11120804399251938, + 0.24465055763721466, + 0.1036950945854187 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.020834872499108315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497844144701958 + ], + "opposite_logprob_tokens": [ + -2.929978370666504 + ], + "logprob_reward": -0.05497844144701958, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497844144701958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38482001423835754, + 0.1653590202331543, + 0.05012776330113411, + 0.03341367840766907, + 0.020857563242316246, + 0.05294070392847061, + 0.04523896798491478, + 0.032714758068323135, + 0.12899982929229736, + 0.08552773296833038 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05497844144701958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818625070154667 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.01818625070154667, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818625070154667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30805298686027527, + 0.15099549293518066, + 0.0730074793100357, + 0.06569724529981613, + 0.03861241787672043, + 0.0261598601937294, + 0.17583057284355164, + 0.041560545563697815, + 0.05048016458749771, + 0.06960319727659225 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.01818625070154667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743001461029053 + ], + "opposite_logprob_tokens": [ + -0.9743001461029053 + ], + "logprob_reward": -0.4743001461029053, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743001461029053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3085087239742279, + 0.08879407495260239, + 0.08542168885469437, + 0.08445769548416138, + 0.03168327361345291, + 0.021488677710294724, + 0.14222446084022522, + 0.06803769618272781, + 0.11698883026838303, + 0.05239497125148773 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.4743001461029053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210970640182495 + ], + "opposite_logprob_tokens": [ + -1.5021097660064697 + ], + "logprob_reward": -0.25210970640182495, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210970640182495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19086217880249023, + 0.07744108885526657, + 0.08000984787940979, + 0.08042970299720764, + 0.06496908515691757, + 0.057296231389045715, + 0.21336404979228973, + 0.045136868953704834, + 0.09310412406921387, + 0.09738681465387344 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.25210970640182495 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium close-up, rendered in classic cinematic style with subtle film grain and rich, high-contrast lighting, captures a solitary figure hunched over a dark, immaculately polished mahogany bar. A low, unseen lamp casts a soft, warm light around him, casting a focused pool of golden light and causing the deep shadows of the quiet bar to fade into a soft-focus blur. The man, approximately 40 years old, has neatly combed, graying hair and wears a charcoal-gray wool suit jacket over a crisp white shirt, unbuttoned at the collar. His shoulders slump with fatigue, and his entire posture exudes a deep weariness. His gaze is fixed unblinkingly on the deep amber liquid of whiskey swirling within a heavy, crystal-cut ashtray held in his hand. Then he slowly exhales, a visible, subtle breath appearing in the still air, a tangible sigh that lingers briefly in the warm light before dissipating. The entire scene is steeped in an atmosphere of quiet contemplation, and his melancholic, introspective expression and profound serenity create a powerful and melancholic portrait of a man lost in thought.", + "seed": 30736, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000205/group_9/index_1341_seed_30736_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10172884836792946, + "vlm_logprob": -0.10172884836792946, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.10172884836792946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02198735997080803 + ], + "opposite_logprob_tokens": [ + -4.146987438201904 + ], + "logprob_reward": -0.02198735997080803, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02198735997080803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3333324193954468, + 0.14173291623592377, + 0.04163674637675285, + 0.09859687834978104, + 0.06665991991758347, + 0.035691965371370316, + 0.08839405328035355, + 0.0502452589571476, + 0.030636068433523178, + 0.11307378113269806 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02198735997080803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430864654481411 + ], + "opposite_logprob_tokens": [ + -3.168086528778076 + ], + "logprob_reward": -0.0430864654481411, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430864654481411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3585166037082672, + 0.17648208141326904, + 0.0784928947687149, + 0.07314526289701462, + 0.07698535174131393, + 0.02757575549185276, + 0.07385578751564026, + 0.033902958035469055, + 0.0363176204264164, + 0.06472562998533249 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0430864654481411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381033830344677 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.0381033830344677, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381033830344677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.504530131816864, + 0.08447684347629547, + 0.04957757890224457, + 0.08694884926080704, + 0.033793479204177856, + 0.06174972280859947, + 0.05515259504318237, + 0.02611464634537697, + 0.018324444070458412, + 0.07933172583580017 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0381033830344677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557209432125092 + ], + "opposite_logprob_tokens": [ + -1.600572109222412 + ], + "logprob_reward": -0.22557209432125092, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557209432125092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17871835827827454, + 0.21424971520900726, + 0.11032285541296005, + 0.05830567702651024, + 0.13844308257102966, + 0.055923063308000565, + 0.08378887176513672, + 0.052939243614673615, + 0.03558284789323807, + 0.07172627747058868 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.22557209432125092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly high-angled medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, immaculately polished mahogany bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central figure a man with neatly combed, graying hair wearing a charcoal-gray wool suit jacket over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a heavy, crystal-cut ashtray containing swirling amber liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly exhale a visible breath that lingers briefly in the warm light before dissipating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989493906497955 + ], + "opposite_logprob_tokens": [ + -1.8048949241638184 + ], + "logprob_reward": -0.17989493906497955, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989493906497955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14244994521141052, + 0.04783639311790466, + 0.06904522329568863, + 0.16706021130084991, + 0.1411038488149643, + 0.1154819056391716, + 0.05113399028778076, + 0.0599205456674099, + 0.08750016242265701, + 0.118467777967453 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.17989493906497955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_tensor([8982, 8982])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_tensor([8982, 8982])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9111e1598f126f08535271e17ce6c4823cf299 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_tensor([8982, 8982])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, eye-level medium shot, rendered in 4K Ultra HD with the distinctive aesthetic of a classic Eastern brushstroke, captures the climactic moment of a robed figure violently slamming into a shimmering, translucent wall of pure energy. The figure possesses smooth, mottled green amphibian skin, its muscles straining from the impact, and wears a headdress made of smooth, gray river stone wrapped in dark fibers. A dramatic splash of dark ink erupts from the point of impact, Sumi-e-style splatter radiating outward in chaotic energy against a soft gray background. A string of prayer beads worn by the figure is broken by the force, the individual beads scattering in graceful arcs like polished black pearls. Meanwhile, fine, crack-like lines, resembling sharp, decisive brushstrokes, spiderweb through the energy barrier from the center of the impact. In the foreground, the shockwaves lead to delicate lotus pads, painted with minimalist elegance on an invisible surface of water, rippling in delicate concentric circles, creating a powerful atmosphere that blends raw, kinetic violence with tranquil artistic grace.", + "seed": 2909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_8982_seed_2909_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034044247679412366, + "vlm_logprob": -0.034044247679412366, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.034044247679412366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01163883414119482 + ], + "opposite_logprob_tokens": [ + -4.511638641357422 + ], + "logprob_reward": -0.01163883414119482, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01163883414119482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13999256491661072, + 0.0695514976978302, + 0.06794233620166779, + 0.04023588076233864, + 0.06380576640367508, + 0.07079216092824936, + 0.2511610686779022, + 0.10613905638456345, + 0.07706283032894135, + 0.11331678926944733 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01163883414119482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820661872625351 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820661872625351, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820661872625351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1859665960073471, + 0.05865722894668579, + 0.08797743171453476, + 0.04376985877752304, + 0.07163353264331818, + 0.05238094553351402, + 0.122870072722435, + 0.08225081115961075, + 0.043712444603443146, + 0.2507810890674591 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.01820661872625351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898525893688202 + ], + "opposite_logprob_tokens": [ + -2.5789852142333984 + ], + "logprob_reward": -0.07898525893688202, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898525893688202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.083430714905262, + 0.319269597530365, + 0.11388848721981049, + 0.06944257766008377, + 0.03999139368534088, + 0.14643745124340057, + 0.051170170307159424, + 0.05487891659140587, + 0.06943698227405548, + 0.05205368995666504 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.07898525893688202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328725904226303 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.02328725904226303, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328725904226303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09630680084228516, + 0.24326826632022858, + 0.09729896485805511, + 0.0506947860121727, + 0.030525600537657738, + 0.17022518813610077, + 0.08272239565849304, + 0.08143074810504913, + 0.07680000364780426, + 0.07072731107473373 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.02328725904226303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103267550468445 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.038103267550468445, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103267550468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12315040081739426, + 0.10635226219892502, + 0.07506221532821655, + 0.054956596344709396, + 0.04406271129846573, + 0.12151527404785156, + 0.19263236224651337, + 0.1812615990638733, + 0.02099887654185295, + 0.08000766485929489 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.038103267550468445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot, rendered in 4K Ultra HD with the distinctive aesthetic of a classic Eastern brushstroke, captures the climactic moment of a robed figure violently slamming into a shimmering, translucent wall of pure energy. The figure possesses smooth, mottled green amphibian skin, its muscles straining from the impact, and wears a headdress made of smooth, gray river stone wrapped in dark fibers. A dramatic splash of dark ink erupts from the point of impact, Sumi-e-style splatter radiating outward in chaotic energy against a soft gray background. A string of prayer beads worn by the figure is broken by the force, the individual beads scattering in graceful arcs like polished black pearls. Meanwhile, fine, crack-like lines, resembling sharp, decisive brushstrokes, spiderweb through the energy barrier from the center of the impact. In the foreground, the shockwaves lead to delicate lotus pads, painted with minimalist elegance on an invisible surface of water, rippling in delicate concentric circles, creating a powerful atmosphere that blends raw, kinetic violence with tranquil artistic grace.", + "seed": 2910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_8982_seed_2910_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05738095622509718, + "vlm_logprob": -0.05738095622509718, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.05738095622509718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013172627426683903 + ], + "opposite_logprob_tokens": [ + -4.388172626495361 + ], + "logprob_reward": -0.013172627426683903, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013172627426683903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34892159700393677, + 0.08269335329532623, + 0.03462909162044525, + 0.2293200045824051, + 0.0329899862408638, + 0.0469396598637104, + 0.0697052925825119, + 0.05022107809782028, + 0.02590210549533367, + 0.07867783308029175 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.013172627426683903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811394050717354 + ], + "opposite_logprob_tokens": [ + -3.288113832473755 + ], + "logprob_reward": -0.03811394050717354, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811394050717354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2392670065164566, + 0.20992761850357056, + 0.07202737778425217, + 0.1863156259059906, + 0.034776560962200165, + 0.03340451791882515, + 0.06917883455753326, + 0.05499151721596718, + 0.033070579171180725, + 0.06704036891460419 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03811394050717354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035276651382446 + ], + "opposite_logprob_tokens": [ + -1.9103527069091797 + ], + "logprob_reward": -0.16035276651382446, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035276651382446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24334557354450226, + 0.17356979846954346, + 0.12337187677621841, + 0.10995050519704819, + 0.034176670014858246, + 0.05171295627951622, + 0.04453222453594208, + 0.04739353805780411, + 0.08285821229219437, + 0.08908868581056595 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.16035276651382446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12225325405597687, + 0.04088786989450455, + 0.02309868298470974, + 0.35419538617134094, + 0.01584690436720848, + 0.048198822885751724, + 0.06081568822264671, + 0.053300123661756516, + 0.05399413779377937, + 0.22740918397903442 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001426070928574 + ], + "opposite_logprob_tokens": [ + -2.695014238357544 + ], + "logprob_reward": -0.07001426070928574, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001426070928574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13185285031795502, + 0.04065704345703125, + 0.024874961003661156, + 0.6435129046440125, + 0.013137605041265488, + 0.027595462277531624, + 0.03056357428431511, + 0.03871392831206322, + 0.014597010798752308, + 0.03449464589357376 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.07001426070928574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot, rendered in 4K Ultra HD with the distinctive aesthetic of a classic Eastern brushstroke, captures the climactic moment of a robed figure violently slamming into a shimmering, translucent wall of pure energy. The figure possesses smooth, mottled green amphibian skin, its muscles straining from the impact, and wears a headdress made of smooth, gray river stone wrapped in dark fibers. A dramatic splash of dark ink erupts from the point of impact, Sumi-e-style splatter radiating outward in chaotic energy against a soft gray background. A string of prayer beads worn by the figure is broken by the force, the individual beads scattering in graceful arcs like polished black pearls. Meanwhile, fine, crack-like lines, resembling sharp, decisive brushstrokes, spiderweb through the energy barrier from the center of the impact. In the foreground, the shockwaves lead to delicate lotus pads, painted with minimalist elegance on an invisible surface of water, rippling in delicate concentric circles, creating a powerful atmosphere that blends raw, kinetic violence with tranquil artistic grace.", + "seed": 2911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_8982_seed_2911_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035768730007112025, + "vlm_logprob": -0.035768730007112025, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.035768730007112025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014909151941537857 + ], + "opposite_logprob_tokens": [ + -4.264909267425537 + ], + "logprob_reward": -0.014909151941537857, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014909151941537857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12935645878314972, + 0.19095973670482635, + 0.10624522715806961, + 0.08220981061458588, + 0.10625870525836945, + 0.09817256778478622, + 0.06926660984754562, + 0.07895228266716003, + 0.04608875513076782, + 0.09248986840248108 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.014909151941537857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590949803590775 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020590949803590775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590949803590775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4098220467567444, + 0.12497737258672714, + 0.08950874209403992, + 0.07134214043617249, + 0.053548093885183334, + 0.060997381806373596, + 0.04956962168216705, + 0.04280106723308563, + 0.029941335320472717, + 0.06749214977025986 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020590949803590775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702789902687073 + ], + "opposite_logprob_tokens": [ + -2.127027988433838 + ], + "logprob_reward": -0.12702789902687073, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702789902687073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16278734803199768, + 0.09447814524173737, + 0.13268467783927917, + 0.09466169774532318, + 0.10125678777694702, + 0.10541299730539322, + 0.1497826874256134, + 0.06455667316913605, + 0.031002311035990715, + 0.06337668746709824 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.12702789902687073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247628316283226 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247628316283226, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247628316283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12221388518810272, + 0.11013171821832657, + 0.06189305707812309, + 0.04446299374103546, + 0.06228308007121086, + 0.14301195740699768, + 0.3100500702857971, + 0.05417599529027939, + 0.03635460510849953, + 0.05542260780930519 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.005247628316283226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21016965806484222, + 0.22342613339424133, + 0.1302112489938736, + 0.03888944163918495, + 0.04822475463151932, + 0.05684055760502815, + 0.0896940678358078, + 0.10197462886571884, + 0.025158096104860306, + 0.07541142404079437 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.011068020947277546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot, rendered in 4K Ultra HD with the distinctive aesthetic of a classic Eastern brushstroke, captures the climactic moment of a robed figure violently slamming into a shimmering, translucent wall of pure energy. The figure possesses smooth, mottled green amphibian skin, its muscles straining from the impact, and wears a headdress made of smooth, gray river stone wrapped in dark fibers. A dramatic splash of dark ink erupts from the point of impact, Sumi-e-style splatter radiating outward in chaotic energy against a soft gray background. A string of prayer beads worn by the figure is broken by the force, the individual beads scattering in graceful arcs like polished black pearls. Meanwhile, fine, crack-like lines, resembling sharp, decisive brushstrokes, spiderweb through the energy barrier from the center of the impact. In the foreground, the shockwaves lead to delicate lotus pads, painted with minimalist elegance on an invisible surface of water, rippling in delicate concentric circles, creating a powerful atmosphere that blends raw, kinetic violence with tranquil artistic grace.", + "seed": 2912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_0/index_8982_seed_2912_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12120813205838203, + "vlm_logprob": -0.12120813205838203, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.12120813205838203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0797492265701294 + ], + "opposite_logprob_tokens": [ + -2.57974910736084 + ], + "logprob_reward": -0.0797492265701294, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0797492265701294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15319323539733887, + 0.1698247194290161, + 0.05705082789063454, + 0.19037900865077972, + 0.09198064357042313, + 0.04618829861283302, + 0.21794259548187256, + 0.027553029358386993, + 0.023300012573599815, + 0.02258763276040554 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.0797492265701294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496964231133461 + ], + "opposite_logprob_tokens": [ + -2.929969549179077 + ], + "logprob_reward": -0.05496964231133461, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496964231133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10770448297262192, + 0.3865189254283905, + 0.03422117233276367, + 0.15196563303470612, + 0.08954912424087524, + 0.047969914972782135, + 0.12973731756210327, + 0.022888410836458206, + 0.012784193269908428, + 0.01666080206632614 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.05496964231133461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486095666885376 + ], + "opposite_logprob_tokens": [ + -1.2236095666885376 + ], + "logprob_reward": -0.3486095666885376, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486095666885376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08811353147029877, + 0.20525433123111725, + 0.08533730357885361, + 0.05859190970659256, + 0.3332831561565399, + 0.05785740166902542, + 0.10492323338985443, + 0.026130111888051033, + 0.026630770415067673, + 0.013878258876502514 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.3486095666885376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901885151863098 + ], + "opposite_logprob_tokens": [ + -2.4640188217163086 + ], + "logprob_reward": -0.08901885151863098, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901885151863098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08995344489812851, + 0.10722498595714569, + 0.11856018751859665, + 0.030659591779112816, + 0.15353035926818848, + 0.0742659717798233, + 0.3498087227344513, + 0.01821514591574669, + 0.021408764645457268, + 0.03637281432747841 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.08901885151863098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robed figure with smooth, mottled green amphibian skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a headdress made of smooth gray river stone wrapped in dark fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure violently slamming into a shimmering, translucent wall of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dramatic splash of dark ink erupt from the impact point in a Sumi-e-style splatter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are scattered prayer beads visible in the foreground rippling on a surface of water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369337320327759 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.03369337320327759, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369337320327759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07626836001873016, + 0.48934274911880493, + 0.04664979875087738, + 0.07039722800254822, + 0.04284806177020073, + 0.04964778572320938, + 0.1358649730682373, + 0.018596798181533813, + 0.03390147536993027, + 0.036482810974121094 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.03369337320327759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_tensor([833, 833])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_tensor([833, 833])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1ffdb5b58f3698cdb7b995b00dbaaa961dff1ac5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_tensor([833, 833])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle, circling shot rotates slowly and steadily around a massive gorilla, standing atop a primeval jungle shrouded in a storm. The beast's mountainous muscular mass is covered in thick, coarse black hair, which gleams with an oily sheen in the dim light and pounding rain. The sky is overcast, the only illumination coming from the occasional flash of pale lightning, each momentarily illuminating its wrinkled face, contorted with rage, and its eyes burning with crimson fury. Its legs are slightly bent, firmly rooted to the slippery earth and rock, and its massive, clenched fists rhythmically and violently beat against its broad, powerful chest, producing a dull, resounding roar like a war drum. Simultaneously, it throws its head back, its maw opens to reveal sharp, yellowed fangs, and a deafening roar erupts from its throat, the sound waves seeming to shake the very air. The camera keeps spinning, capturing this primitive and wild power from every angle. The huge, rain-soaked ferns and twisted ancient trees around it further highlight its huge body. The whole picture is full of suffocating tension and epic grandeur.", + "seed": 29172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_833_seed_29172_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04860275648534298, + "vlm_logprob": -0.04860275648534298, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04860275648534298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008259544149041176 + ], + "opposite_logprob_tokens": [ + -5.0082597732543945 + ], + "logprob_reward": -0.008259544149041176, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008259544149041176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20956309139728546, + 0.11469301581382751, + 0.043928761035203934, + 0.17979685962200165, + 0.09116226434707642, + 0.10571396350860596, + 0.030726443976163864, + 0.08568544685840607, + 0.032952673733234406, + 0.10577747970819473 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008259544149041176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337250716984272 + ], + "opposite_logprob_tokens": [ + -3.4087250232696533 + ], + "logprob_reward": -0.0337250716984272, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337250716984272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13230805099010468, + 0.12445780634880066, + 0.057508502155542374, + 0.23559856414794922, + 0.09703664481639862, + 0.07931719720363617, + 0.03857814148068428, + 0.12230027467012405, + 0.038609057664871216, + 0.07428582012653351 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0337250716984272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789908766746521 + ], + "opposite_logprob_tokens": [ + -2.578990936279297 + ], + "logprob_reward": -0.0789908766746521, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789908766746521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15856030583381653, + 0.13776662945747375, + 0.06055891141295433, + 0.18560712039470673, + 0.06389594823122025, + 0.06261177361011505, + 0.04101480543613434, + 0.13017120957374573, + 0.05084735155105591, + 0.1089659184217453 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0789908766746521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305689036846161 + ], + "opposite_logprob_tokens": [ + -3.1680569648742676 + ], + "logprob_reward": -0.04305689036846161, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305689036846161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162186786532402, + 0.07477039098739624, + 0.1356257051229477, + 0.10978801548480988, + 0.13373802602291107, + 0.1448911875486374, + 0.08296964317560196, + 0.054089225828647614, + 0.04545610025525093, + 0.10245299339294434 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.04305689036846161 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898139953613281 + ], + "opposite_logprob_tokens": [ + -2.578981399536133 + ], + "logprob_reward": -0.07898139953613281, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898139953613281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18595772981643677, + 0.049303796142339706, + 0.07562800496816635, + 0.08742885291576385, + 0.11705262213945389, + 0.1479395627975464, + 0.08850737661123276, + 0.06504642218351364, + 0.07035991549491882, + 0.11277566105127335 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.07898139953613281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, circling shot rotates slowly and steadily around a massive gorilla, standing atop a primeval jungle shrouded in a storm. The beast's mountainous muscular mass is covered in thick, coarse black hair, which gleams with an oily sheen in the dim light and pounding rain. The sky is overcast, the only illumination coming from the occasional flash of pale lightning, each momentarily illuminating its wrinkled face, contorted with rage, and its eyes burning with crimson fury. Its legs are slightly bent, firmly rooted to the slippery earth and rock, and its massive, clenched fists rhythmically and violently beat against its broad, powerful chest, producing a dull, resounding roar like a war drum. Simultaneously, it throws its head back, its maw opens to reveal sharp, yellowed fangs, and a deafening roar erupts from its throat, the sound waves seeming to shake the very air. The camera keeps spinning, capturing this primitive and wild power from every angle. The huge, rain-soaked ferns and twisted ancient trees around it further highlight its huge body. The whole picture is full of suffocating tension and epic grandeur.", + "seed": 29173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_833_seed_29173_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14348845481872557, + "vlm_logprob": -0.14348845481872557, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.14348845481872557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049700237810611725 + ], + "opposite_logprob_tokens": [ + -3.0497002601623535 + ], + "logprob_reward": -0.049700237810611725, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049700237810611725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36695706844329834, + 0.1663510501384735, + 0.07837418466806412, + 0.04560248926281929, + 0.08570533990859985, + 0.04491245001554489, + 0.11216967552900314, + 0.03530609607696533, + 0.018790673464536667, + 0.04583100229501724 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.049700237810611725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299314349889755 + ], + "opposite_logprob_tokens": [ + -2.2379932403564453 + ], + "logprob_reward": -0.11299314349889755, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299314349889755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40343722701072693, + 0.06503485143184662, + 0.04251380264759064, + 0.0840996727347374, + 0.09976225346326828, + 0.09907377511262894, + 0.05136644467711449, + 0.06521408259868622, + 0.025472452864050865, + 0.06402541697025299 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.11299314349889755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34869661927223206 + ], + "opposite_logprob_tokens": [ + -1.2236965894699097 + ], + "logprob_reward": -0.34869661927223206, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34869661927223206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5137772560119629, + 0.0662299171090126, + 0.029300644993782043, + 0.03935987874865532, + 0.08787649124860764, + 0.08204297721385956, + 0.036386243999004364, + 0.04512767866253853, + 0.023220451548695564, + 0.07667841762304306 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.34869661927223206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898668944835663 + ], + "opposite_logprob_tokens": [ + -2.578986644744873 + ], + "logprob_reward": -0.07898668944835663, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898668944835663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12253336608409882, + 0.2175787389278412, + 0.05273861810564995, + 0.056599799543619156, + 0.0933988019824028, + 0.14256292581558228, + 0.060677286237478256, + 0.08456333726644516, + 0.08751901239156723, + 0.08182809501886368 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.07898668944835663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706558406352997 + ], + "opposite_logprob_tokens": [ + -2.127065658569336 + ], + "logprob_reward": -0.12706558406352997, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706558406352997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3486764132976532, + 0.04570944979786873, + 0.02081594616174698, + 0.029957013204693794, + 0.13272587954998016, + 0.16143131256103516, + 0.03387598320841789, + 0.10073098540306091, + 0.0709555447101593, + 0.055121440440416336 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.12706558406352997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, circling shot rotates slowly and steadily around a massive gorilla, standing atop a primeval jungle shrouded in a storm. The beast's mountainous muscular mass is covered in thick, coarse black hair, which gleams with an oily sheen in the dim light and pounding rain. The sky is overcast, the only illumination coming from the occasional flash of pale lightning, each momentarily illuminating its wrinkled face, contorted with rage, and its eyes burning with crimson fury. Its legs are slightly bent, firmly rooted to the slippery earth and rock, and its massive, clenched fists rhythmically and violently beat against its broad, powerful chest, producing a dull, resounding roar like a war drum. Simultaneously, it throws its head back, its maw opens to reveal sharp, yellowed fangs, and a deafening roar erupts from its throat, the sound waves seeming to shake the very air. The camera keeps spinning, capturing this primitive and wild power from every angle. The huge, rain-soaked ferns and twisted ancient trees around it further highlight its huge body. The whole picture is full of suffocating tension and epic grandeur.", + "seed": 29174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_833_seed_29174_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05828869417309761, + "vlm_logprob": -0.05828869417309761, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.05828869417309761, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02163628116250038 + ], + "opposite_logprob_tokens": [ + -3.8966362476348877 + ], + "logprob_reward": -0.02163628116250038, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02163628116250038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1709502637386322, + 0.2128126323223114, + 0.11170356720685959, + 0.08954942971467972, + 0.020408151671290398, + 0.07109887897968292, + 0.05419362708926201, + 0.07531536370515823, + 0.12421119213104248, + 0.06975686550140381 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02163628116250038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486886166036129 + ], + "opposite_logprob_tokens": [ + -3.0486886501312256 + ], + "logprob_reward": -0.0486886166036129, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486886166036129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18544386327266693, + 0.12732486426830292, + 0.06778454035520554, + 0.113166943192482, + 0.040791723877191544, + 0.09562988579273224, + 0.07866973429918289, + 0.10062001645565033, + 0.09481588751077652, + 0.09575255960226059 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0486886166036129 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003926485776901 + ], + "opposite_logprob_tokens": [ + -2.6950392723083496 + ], + "logprob_reward": -0.07003926485776901, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003926485776901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.232293039560318, + 0.08658372610807419, + 0.05251559987664223, + 0.05016670748591423, + 0.034747008234262466, + 0.09750394523143768, + 0.064232237637043, + 0.07923055440187454, + 0.19620341062545776, + 0.10652375221252441 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.07003926485776901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902833610773087 + ], + "opposite_logprob_tokens": [ + -2.4640283584594727 + ], + "logprob_reward": -0.08902833610773087, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902833610773087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11674336344003677, + 0.2050001621246338, + 0.06944559514522552, + 0.09291359782218933, + 0.04627331346273422, + 0.060542698949575424, + 0.12004964798688889, + 0.12027899920940399, + 0.07633756846189499, + 0.09241512417793274 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.08902833610773087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205097213387489 + ], + "opposite_logprob_tokens": [ + -2.8120510578155518 + ], + "logprob_reward": -0.06205097213387489, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205097213387489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21711280941963196, + 0.07211675494909286, + 0.11810606718063354, + 0.10202648490667343, + 0.05375956743955612, + 0.06527579575777054, + 0.0659031942486763, + 0.061384525150060654, + 0.11492231488227844, + 0.12939243018627167 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.06205097213387489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, circling shot rotates slowly and steadily around a massive gorilla, standing atop a primeval jungle shrouded in a storm. The beast's mountainous muscular mass is covered in thick, coarse black hair, which gleams with an oily sheen in the dim light and pounding rain. The sky is overcast, the only illumination coming from the occasional flash of pale lightning, each momentarily illuminating its wrinkled face, contorted with rage, and its eyes burning with crimson fury. Its legs are slightly bent, firmly rooted to the slippery earth and rock, and its massive, clenched fists rhythmically and violently beat against its broad, powerful chest, producing a dull, resounding roar like a war drum. Simultaneously, it throws its head back, its maw opens to reveal sharp, yellowed fangs, and a deafening roar erupts from its throat, the sound waves seeming to shake the very air. The camera keeps spinning, capturing this primitive and wild power from every angle. The huge, rain-soaked ferns and twisted ancient trees around it further highlight its huge body. The whole picture is full of suffocating tension and epic grandeur.", + "seed": 29175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_12/index_833_seed_29175_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11682925410568715, + "vlm_logprob": -0.11682925410568715, + "vlm_yes_no_margin": 2.5250000238418577, + "vlm_token_credit": -0.11682925410568715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02420342154800892 + ], + "opposite_logprob_tokens": [ + -3.8992035388946533 + ], + "logprob_reward": -0.02420342154800892, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02420342154800892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0556882806122303, + 0.0755857452750206, + 0.16855692863464355, + 0.12466651201248169, + 0.17738285660743713, + 0.0720519870519638, + 0.1436140090227127, + 0.043067608028650284, + 0.054509907960891724, + 0.08487610518932343 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.02420342154800892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989274591207504 + ], + "opposite_logprob_tokens": [ + -2.9299893379211426 + ], + "logprob_reward": -0.054989274591207504, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989274591207504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07522688806056976, + 0.24770602583885193, + 0.1293075829744339, + 0.0686212033033371, + 0.0832851380109787, + 0.09741710871458054, + 0.08885570615530014, + 0.022087344899773598, + 0.10577738285064697, + 0.08171556890010834 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.054989274591207504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134925663471222 + ], + "opposite_logprob_tokens": [ + -1.3134925365447998 + ], + "logprob_reward": -0.3134925663471222, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134925663471222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13306847214698792, + 0.1795922815799713, + 0.1464824080467224, + 0.12214446067810059, + 0.11107879877090454, + 0.08280164003372192, + 0.04734469950199127, + 0.03126511350274086, + 0.04499606415629387, + 0.10122603923082352 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.3134925663471222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048651259392499924 + ], + "opposite_logprob_tokens": [ + -3.0486512184143066 + ], + "logprob_reward": -0.048651259392499924, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048651259392499924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0993565171957016, + 0.24724243581295013, + 0.13218146562576294, + 0.03491442650556564, + 0.13521592319011688, + 0.039752066135406494, + 0.11559496819972992, + 0.06249568238854408, + 0.04825948551297188, + 0.08498702198266983 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.048651259392499924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive gorilla with thick, coarse black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gorilla standing atop a primeval jungle environment shrouded in a storm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gorilla's face contorted with rage, showing wrinkled skin and eyes burning with crimson fury?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a slow, steady circling shot that rotates around the gorilla?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the gorilla's maw open, revealing sharp, yellowed fangs while it roars?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280974864959717 + ], + "opposite_logprob_tokens": [ + -2.0178098678588867 + ], + "logprob_reward": -0.14280974864959717, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280974864959717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05472656339406967, + 0.060514602810144424, + 0.13124141097068787, + 0.11242789030075073, + 0.06536054611206055, + 0.19698454439640045, + 0.04846927523612976, + 0.07204728573560715, + 0.07247784733772278, + 0.1857500672340393 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.14280974864959717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_tensor([2735, 2735])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_tensor([2735, 2735])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a6985bc44c418f771cab8cb19e34b2613bb5e5cf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_tensor([2735, 2735])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, captured from a high angle, then pans slowly to the right, captures the panoramic view of a semi-open, old-fashioned train platform as night falls. A few old-fashioned incandescent lamps hanging from the platform's ceiling flicker, casting swaying patches of light on the wet concrete floor. With the heavy, rhythmic creak of metal wheels against rails, a dark green, vintage passenger train slowly enters the frame. Its bright windows shimmer with a warm, yellow light, a stark contrast to the cold surroundings of the platform. The train finally pulls smoothly to a stop at the platform. With a gentle thud, the doors open, and passengers, dressed in various winter clothes and dragging suitcases, cautiously disembark, while others waiting on the platform board in an orderly fashion. At this point, the camera tilts downward and zooms in, focusing on a middle-aged male driver wearing a dark blue uniform and matching hat. His face bears a trace of travel fatigue, yet his eyes remain focused. He steps out of the cab, leans against the cold metal railing, pulls a silver thermos from his pocket, unscrews the lid, blows on the steaming steam, and briefly gazes at the distant, faintly visible city skyline against the night sky. After a moment, he tightens the lid, turns decisively, and walks back to the cab. With a long whistle, the train slowly begins to move. The camera slowly zooms out, watching the steel behemoth accelerate, its taillights fading into a single red dot before disappearing into the deep night. The entire scene evokes a tranquil, nostalgic, and slightly lonely atmosphere.", + "seed": 18839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_2735_seed_18839_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045730933733284476, + "vlm_logprob": -0.045730933733284476, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.045730933733284476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009138660505414009 + ], + "opposite_logprob_tokens": [ + -5.134138584136963 + ], + "logprob_reward": -0.009138660505414009, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.009138660505414009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11840949207544327, + 0.10054752230644226, + 0.07870633155107498, + 0.13376373052597046, + 0.1317327618598938, + 0.11596133559942245, + 0.05556146800518036, + 0.09589289873838425, + 0.05618425831198692, + 0.11324020475149155 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.009138660505414009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305194452404976 + ], + "opposite_logprob_tokens": [ + -3.7733051776885986 + ], + "logprob_reward": -0.023305194452404976, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305194452404976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08523260056972504, + 0.07946562767028809, + 0.07271796464920044, + 0.038740385323762894, + 0.11033648997545242, + 0.08476907014846802, + 0.031182413920760155, + 0.1648707538843155, + 0.13956035673618317, + 0.19312427937984467 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.023305194452404976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270771324634552 + ], + "opposite_logprob_tokens": [ + -2.127077102661133 + ], + "logprob_reward": -0.1270771324634552, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270771324634552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1512453705072403, + 0.1498463749885559, + 0.040186408907175064, + 0.07479921728372574, + 0.08868694305419922, + 0.09292865544557571, + 0.09444038569927216, + 0.09043383598327637, + 0.1240905374288559, + 0.09334225952625275 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.1270771324634552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195182360708714 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195182360708714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195182360708714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06795425713062286, + 0.06473004072904587, + 0.0476524792611599, + 0.04703923687338829, + 0.06954149156808853, + 0.14342741668224335, + 0.19635917246341705, + 0.15292826294898987, + 0.05957026779651642, + 0.15079733729362488 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.014195182360708714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493849888443947 + ], + "opposite_logprob_tokens": [ + -2.929938554763794 + ], + "logprob_reward": -0.05493849888443947, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493849888443947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05966196209192276, + 0.04683830961585045, + 0.0508347824215889, + 0.042804162949323654, + 0.039036333560943604, + 0.054803457111120224, + 0.08927170187234879, + 0.056668251752853394, + 0.12072519958019257, + 0.43935585021972656 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.05493849888443947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from a high angle, then pans slowly to the right, captures the panoramic view of a semi-open, old-fashioned train platform as night falls. A few old-fashioned incandescent lamps hanging from the platform's ceiling flicker, casting swaying patches of light on the wet concrete floor. With the heavy, rhythmic creak of metal wheels against rails, a dark green, vintage passenger train slowly enters the frame. Its bright windows shimmer with a warm, yellow light, a stark contrast to the cold surroundings of the platform. The train finally pulls smoothly to a stop at the platform. With a gentle thud, the doors open, and passengers, dressed in various winter clothes and dragging suitcases, cautiously disembark, while others waiting on the platform board in an orderly fashion. At this point, the camera tilts downward and zooms in, focusing on a middle-aged male driver wearing a dark blue uniform and matching hat. His face bears a trace of travel fatigue, yet his eyes remain focused. He steps out of the cab, leans against the cold metal railing, pulls a silver thermos from his pocket, unscrews the lid, blows on the steaming steam, and briefly gazes at the distant, faintly visible city skyline against the night sky. After a moment, he tightens the lid, turns decisively, and walks back to the cab. With a long whistle, the train slowly begins to move. The camera slowly zooms out, watching the steel behemoth accelerate, its taillights fading into a single red dot before disappearing into the deep night. The entire scene evokes a tranquil, nostalgic, and slightly lonely atmosphere.", + "seed": 18840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_2735_seed_18840_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14922484308481215, + "vlm_logprob": -0.14922484308481215, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.14922484308481215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009555436670780182 + ], + "opposite_logprob_tokens": [ + -5.009555339813232 + ], + "logprob_reward": -0.009555436670780182, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.009555436670780182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11207534372806549, + 0.0557621568441391, + 0.04134587571024895, + 0.0656588077545166, + 0.16073687374591827, + 0.08496396243572235, + 0.08178385347127914, + 0.10470525175333023, + 0.0857975035905838, + 0.20717039704322815 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.009555436670780182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087371855974197 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.016087371855974197, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087371855974197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06538040190935135, + 0.049471415579319, + 0.01466649491339922, + 0.01594441942870617, + 0.10846638679504395, + 0.09155549108982086, + 0.06673047691583633, + 0.06710252165794373, + 0.05041419714689255, + 0.470268189907074 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.016087371855974197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563497722148895 + ], + "opposite_logprob_tokens": [ + -1.6006349325180054 + ], + "logprob_reward": -0.22563497722148895, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563497722148895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0717315524816513, + 0.045863840728998184, + 0.02869076281785965, + 0.02089082822203636, + 0.08334854245185852, + 0.09704986959695816, + 0.06871184706687927, + 0.1339583843946457, + 0.10438757389783859, + 0.34536677598953247 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.22563497722148895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03828279674053192, + 0.034606073051691055, + 0.018095778301358223, + 0.012384888716042042, + 0.03273531049489975, + 0.07252250611782074, + 0.08011399954557419, + 0.2474813312292099, + 0.16227127611637115, + 0.30150607228279114 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.02058335766196251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474263072013855 + ], + "opposite_logprob_tokens": [ + -0.974263072013855 + ], + "logprob_reward": -0.474263072013855, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474263072013855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04082139581441879, + 0.03956747427582741, + 0.013105351477861404, + 0.018068453297019005, + 0.10137472301721573, + 0.22741764783859253, + 0.12333419173955917, + 0.11293178051710129, + 0.05108301714062691, + 0.2722959518432617 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.474263072013855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from a high angle, then pans slowly to the right, captures the panoramic view of a semi-open, old-fashioned train platform as night falls. A few old-fashioned incandescent lamps hanging from the platform's ceiling flicker, casting swaying patches of light on the wet concrete floor. With the heavy, rhythmic creak of metal wheels against rails, a dark green, vintage passenger train slowly enters the frame. Its bright windows shimmer with a warm, yellow light, a stark contrast to the cold surroundings of the platform. The train finally pulls smoothly to a stop at the platform. With a gentle thud, the doors open, and passengers, dressed in various winter clothes and dragging suitcases, cautiously disembark, while others waiting on the platform board in an orderly fashion. At this point, the camera tilts downward and zooms in, focusing on a middle-aged male driver wearing a dark blue uniform and matching hat. His face bears a trace of travel fatigue, yet his eyes remain focused. He steps out of the cab, leans against the cold metal railing, pulls a silver thermos from his pocket, unscrews the lid, blows on the steaming steam, and briefly gazes at the distant, faintly visible city skyline against the night sky. After a moment, he tightens the lid, turns decisively, and walks back to the cab. With a long whistle, the train slowly begins to move. The camera slowly zooms out, watching the steel behemoth accelerate, its taillights fading into a single red dot before disappearing into the deep night. The entire scene evokes a tranquil, nostalgic, and slightly lonely atmosphere.", + "seed": 18841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_2735_seed_18841_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11811596443876624, + "vlm_logprob": -0.11811596443876624, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.11811596443876624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0053037176840007305 + ], + "opposite_logprob_tokens": [ + -5.880303859710693 + ], + "logprob_reward": -0.0053037176840007305, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0053037176840007305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11648983508348465, + 0.1784173548221588, + 0.0806179940700531, + 0.06424593180418015, + 0.09910979866981506, + 0.03385620936751366, + 0.13569802045822144, + 0.11699932813644409, + 0.082582026720047, + 0.09198348969221115 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.0053037176840007305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371550515294075 + ], + "opposite_logprob_tokens": [ + -3.4087154865264893 + ], + "logprob_reward": -0.03371550515294075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371550515294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19951292872428894, + 0.046980950981378555, + 0.06317727267742157, + 0.13857394456863403, + 0.045108865946531296, + 0.0375298447906971, + 0.07489626854658127, + 0.16768693923950195, + 0.1178060844540596, + 0.10872692614793777 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.03371550515294075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256188988685608 + ], + "opposite_logprob_tokens": [ + -1.600618839263916 + ], + "logprob_reward": -0.2256188988685608, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256188988685608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224229633808136, + 0.028315359726548195, + 0.05675848573446274, + 0.06501173228025436, + 0.08418790996074677, + 0.026763448491692543, + 0.10540803521871567, + 0.15513354539871216, + 0.2471080720424652, + 0.10889045894145966 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2256188988685608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086568757891655, + 0.234264075756073, + 0.027544118463993073, + 0.06201847270131111, + 0.04665858671069145, + 0.026359427720308304, + 0.14853158593177795, + 0.09996668994426727, + 0.049369893968105316, + 0.19663026928901672 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.012537825852632523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134038746356964 + ], + "opposite_logprob_tokens": [ + -1.313403844833374 + ], + "logprob_reward": -0.3134038746356964, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134038746356964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464536339044571, + 0.09827870875597, + 0.05443745478987694, + 0.12121047079563141, + 0.07788867503404617, + 0.04472968354821205, + 0.0698021799325943, + 0.14524643123149872, + 0.06335967779159546, + 0.17859306931495667 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.3134038746356964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from a high angle, then pans slowly to the right, captures the panoramic view of a semi-open, old-fashioned train platform as night falls. A few old-fashioned incandescent lamps hanging from the platform's ceiling flicker, casting swaying patches of light on the wet concrete floor. With the heavy, rhythmic creak of metal wheels against rails, a dark green, vintage passenger train slowly enters the frame. Its bright windows shimmer with a warm, yellow light, a stark contrast to the cold surroundings of the platform. The train finally pulls smoothly to a stop at the platform. With a gentle thud, the doors open, and passengers, dressed in various winter clothes and dragging suitcases, cautiously disembark, while others waiting on the platform board in an orderly fashion. At this point, the camera tilts downward and zooms in, focusing on a middle-aged male driver wearing a dark blue uniform and matching hat. His face bears a trace of travel fatigue, yet his eyes remain focused. He steps out of the cab, leans against the cold metal railing, pulls a silver thermos from his pocket, unscrews the lid, blows on the steaming steam, and briefly gazes at the distant, faintly visible city skyline against the night sky. After a moment, he tightens the lid, turns decisively, and walks back to the cab. With a long whistle, the train slowly begins to move. The camera slowly zooms out, watching the steel behemoth accelerate, its taillights fading into a single red dot before disappearing into the deep night. The entire scene evokes a tranquil, nostalgic, and slightly lonely atmosphere.", + "seed": 18842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_15/index_2735_seed_18842_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10448646154254675, + "vlm_logprob": -0.10448646154254675, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.10448646154254675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006431831978261471 + ], + "opposite_logprob_tokens": [ + -5.631432056427002 + ], + "logprob_reward": -0.006431831978261471, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.006431831978261471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10238676518201828, + 0.07141690701246262, + 0.0793565958738327, + 0.12746930122375488, + 0.08867812156677246, + 0.08934949338436127, + 0.12363158166408539, + 0.11253131926059723, + 0.12790489196777344, + 0.07727500796318054 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.006431831978261471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608690246939659 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.01608690246939659, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608690246939659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06012798473238945, + 0.04002177342772484, + 0.06372030824422836, + 0.072322778403759, + 0.050808679312467575, + 0.10367189347743988, + 0.14610499143600464, + 0.10833711177110672, + 0.3041626513004303, + 0.05072188004851341 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.01608690246939659 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033188760280609 + ], + "opposite_logprob_tokens": [ + -2.3503317832946777 + ], + "logprob_reward": -0.10033188760280609, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033188760280609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04493988677859306, + 0.030920540913939476, + 0.048967987298965454, + 0.06673406809568405, + 0.05407105013728142, + 0.061433229595422745, + 0.1110607236623764, + 0.12002360075712204, + 0.36691606044769287, + 0.09493285417556763 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.10033188760280609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07828693836927414, + 0.061925508081912994, + 0.023707762360572815, + 0.060214389115571976, + 0.061837852001190186, + 0.07530713081359863, + 0.13752548396587372, + 0.10886240005493164, + 0.25715363025665283, + 0.13517892360687256 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.012538060545921326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a semi-open, old-fashioned train platform at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark green, vintage passenger train visible entering the frame and stopping at the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show passengers in winter clothes disembarking with suitcases while others board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a middle-aged male driver in a dark blue uniform shown leaning against a railing, drinking from a silver thermos, and then walking back to the cab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle wide shot, pan right, tilt down to the driver, and finally zoom out as the train leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704362511634827 + ], + "opposite_logprob_tokens": [ + -1.1370435953140259 + ], + "logprob_reward": -0.38704362511634827, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38704362511634827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04308106005191803, + 0.0489349439740181, + 0.03637266904115677, + 0.07460736483335495, + 0.04025490954518318, + 0.09561403840780258, + 0.061991360038518906, + 0.07271584123373032, + 0.40618896484375, + 0.1202387809753418 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.38704362511634827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_tensor([6181, 6181])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_tensor([6181, 6181])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab07d730952a66dbc5a393610b9b1edea28ab8d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_tensor([6181, 6181])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle macro shot frames a large desert scorpion, its form sculpted by a single, harsh key light, creating a dramatic, high-contrast black and white composition. Light glints off its sleek, segmented exoskeleton, highlighting every intricate chitinous texture while plunging its surroundings into deep, inky shadows. Its powerful, bulbous pincers are raised high in a formidable defensive posture, maintaining a tense, resolute stillness. Its long, segmented tail arches gracefully yet menacingly over its body, culminating in a sharp stinger, poised to strike, a glistening bead of venom clinging to its tip. The scorpion stands in complete alert against the surface of fine, dark sand, its posture a frozen scene of prey preparation. Desaturated color grading strips the scene of all color, reducing it to a pristine interplay of bright white and bottomless black, heightening the tense and dramatic atmosphere, making the creature feel both deadly and flawlessly beautiful, yet profoundly menacing.", + "seed": 6935, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_6181_seed_6935_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2078041849657893, + "vlm_logprob": -0.2078041849657893, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.2078041849657893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6118776798248291 + ], + "opposite_logprob_tokens": [ + -0.8618776798248291 + ], + "logprob_reward": -0.6118776798248291, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6118776798248291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.577400803565979, + 0.05880102887749672, + 0.08950339257717133, + 0.04103013873100281, + 0.022469537332654, + 0.032642047852277756, + 0.04521382227540016, + 0.03180529922246933, + 0.044532664120197296, + 0.056601256132125854 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.6118776798248291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03377716615796089 + ], + "opposite_logprob_tokens": [ + -3.4087772369384766 + ], + "logprob_reward": -0.03377716615796089, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03377716615796089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5787861347198486, + 0.10751105099916458, + 0.06243884190917015, + 0.043832067400217056, + 0.023645905777812004, + 0.0225845854729414, + 0.05762369558215141, + 0.03640952706336975, + 0.023581722751259804, + 0.04358643665909767 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03377716615796089 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219040982425213 + ], + "opposite_logprob_tokens": [ + -4.264218807220459 + ], + "logprob_reward": -0.014219040982425213, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219040982425213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26138952374458313, + 0.13348600268363953, + 0.3427259027957916, + 0.01613975130021572, + 0.03516925871372223, + 0.08089152723550797, + 0.02388552576303482, + 0.047495439648628235, + 0.024415619671344757, + 0.034401535987854004 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.014219040982425213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209730863571167 + ], + "opposite_logprob_tokens": [ + -1.5020973682403564 + ], + "logprob_reward": -0.25209730863571167, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209730863571167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44460001587867737, + 0.22412894666194916, + 0.07916361838579178, + 0.0745205208659172, + 0.03685936704277992, + 0.020443502813577652, + 0.022128665819764137, + 0.03228659927845001, + 0.04518692195415497, + 0.020681893453001976 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.25209730863571167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704972922801971 + ], + "opposite_logprob_tokens": [ + -2.127049684524536 + ], + "logprob_reward": -0.12704972922801971, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704972922801971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30821213126182556, + 0.12995080649852753, + 0.1382983773946762, + 0.029629573225975037, + 0.025439385324716568, + 0.023799680173397064, + 0.05739067494869232, + 0.03945063054561615, + 0.13447995483875275, + 0.11334872245788574 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.12704972922801971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle macro shot frames a large desert scorpion, its form sculpted by a single, harsh key light, creating a dramatic, high-contrast black and white composition. Light glints off its sleek, segmented exoskeleton, highlighting every intricate chitinous texture while plunging its surroundings into deep, inky shadows. Its powerful, bulbous pincers are raised high in a formidable defensive posture, maintaining a tense, resolute stillness. Its long, segmented tail arches gracefully yet menacingly over its body, culminating in a sharp stinger, poised to strike, a glistening bead of venom clinging to its tip. The scorpion stands in complete alert against the surface of fine, dark sand, its posture a frozen scene of prey preparation. Desaturated color grading strips the scene of all color, reducing it to a pristine interplay of bright white and bottomless black, heightening the tense and dramatic atmosphere, making the creature feel both deadly and flawlessly beautiful, yet profoundly menacing.", + "seed": 6936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_6181_seed_6936_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17935855463147163, + "vlm_logprob": -0.17935855463147163, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.17935855463147163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3050653338432312 + ], + "opposite_logprob_tokens": [ + -1.430065393447876 + ], + "logprob_reward": -0.3050653338432312, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.3050653338432312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28138259053230286, + 0.15023823082447052, + 0.07311861217021942, + 0.05176229774951935, + 0.06691700965166092, + 0.04550027474761009, + 0.09446227550506592, + 0.13114546239376068, + 0.02576218545436859, + 0.07971106469631195 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.3050653338432312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02064618468284607 + ], + "opposite_logprob_tokens": [ + -3.895646095275879 + ], + "logprob_reward": -0.02064618468284607, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02064618468284607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18291877210140228, + 0.13262230157852173, + 0.09408729523420334, + 0.07016675174236298, + 0.04279843345284462, + 0.026244712993502617, + 0.11334278434515, + 0.05018884316086769, + 0.222353994846344, + 0.06527607142925262 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02064618468284607 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206778064370155 + ], + "opposite_logprob_tokens": [ + -2.812067747116089 + ], + "logprob_reward": -0.06206778064370155, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206778064370155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19023634493350983, + 0.0997653380036354, + 0.5136168003082275, + 0.0411696657538414, + 0.024630211293697357, + 0.024829719215631485, + 0.01421694178134203, + 0.034244220703840256, + 0.024474939331412315, + 0.03281576186418533 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.06206778064370155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486405909061432 + ], + "opposite_logprob_tokens": [ + -1.2236405611038208 + ], + "logprob_reward": -0.3486405909061432, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486405909061432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09782371670007706, + 0.23079049587249756, + 0.11578802019357681, + 0.16351985931396484, + 0.09449964761734009, + 0.07094898074865341, + 0.026316586881875992, + 0.08807996660470963, + 0.05867241695523262, + 0.05356037989258766 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.3486405909061432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037288308143616 + ], + "opposite_logprob_tokens": [ + -1.9103728532791138 + ], + "logprob_reward": -0.16037288308143616, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037288308143616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16737306118011475, + 0.3774662911891937, + 0.0826936587691307, + 0.047475624829530716, + 0.04914506524801254, + 0.028579242527484894, + 0.04636012762784958, + 0.10952705889940262, + 0.04888223484158516, + 0.042497701942920685 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.16037288308143616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle macro shot frames a large desert scorpion, its form sculpted by a single, harsh key light, creating a dramatic, high-contrast black and white composition. Light glints off its sleek, segmented exoskeleton, highlighting every intricate chitinous texture while plunging its surroundings into deep, inky shadows. Its powerful, bulbous pincers are raised high in a formidable defensive posture, maintaining a tense, resolute stillness. Its long, segmented tail arches gracefully yet menacingly over its body, culminating in a sharp stinger, poised to strike, a glistening bead of venom clinging to its tip. The scorpion stands in complete alert against the surface of fine, dark sand, its posture a frozen scene of prey preparation. Desaturated color grading strips the scene of all color, reducing it to a pristine interplay of bright white and bottomless black, heightening the tense and dramatic atmosphere, making the creature feel both deadly and flawlessly beautiful, yet profoundly menacing.", + "seed": 6937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_6181_seed_6937_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23557734340429307, + "vlm_logprob": -0.23557734340429307, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.23557734340429307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.41557979583740234 + ], + "opposite_logprob_tokens": [ + -1.1655797958374023 + ], + "logprob_reward": -0.41557979583740234, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.41557979583740234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22811295092105865, + 0.1476718783378601, + 0.14172407984733582, + 0.05766028165817261, + 0.06452254205942154, + 0.04144628345966339, + 0.03820398449897766, + 0.054532699286937714, + 0.060818418860435486, + 0.16530682146549225 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.41557979583740234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029876191169023514 + ], + "opposite_logprob_tokens": [ + -3.529876232147217 + ], + "logprob_reward": -0.029876191169023514, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029876191169023514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18409432470798492, + 0.11947152018547058, + 0.06635439395904541, + 0.05751005560159683, + 0.05985873192548752, + 0.0362379290163517, + 0.019800584763288498, + 0.17004939913749695, + 0.18464137613773346, + 0.10198163986206055 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.029876191169023514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608816295862198 + ], + "opposite_logprob_tokens": [ + -3.895608901977539 + ], + "logprob_reward": -0.020608816295862198, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608816295862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48764514923095703, + 0.12218157947063446, + 0.14492563903331757, + 0.03209535405039787, + 0.02855774387717247, + 0.017950713634490967, + 0.011771492660045624, + 0.01606060564517975, + 0.0543309822678566, + 0.08448079228401184 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020608816295862198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328245401382446 + ], + "opposite_logprob_tokens": [ + -0.7578245401382446 + ], + "logprob_reward": -0.6328245401382446, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328245401382446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.271006315946579, + 0.1985360085964203, + 0.11511065810918808, + 0.15721280872821808, + 0.05403927341103554, + 0.018578950315713882, + 0.018304569646716118, + 0.03335149586200714, + 0.06192699074745178, + 0.07193296402692795 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.6328245401382446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899737358093262 + ], + "opposite_logprob_tokens": [ + -2.5789973735809326 + ], + "logprob_reward": -0.07899737358093262, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899737358093262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43281784653663635, + 0.10724233090877533, + 0.03393658623099327, + 0.054157402366399765, + 0.049688391387462616, + 0.030626321211457253, + 0.023443343117833138, + 0.03716357424855232, + 0.07777542620897293, + 0.15314874053001404 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07899737358093262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle macro shot frames a large desert scorpion, its form sculpted by a single, harsh key light, creating a dramatic, high-contrast black and white composition. Light glints off its sleek, segmented exoskeleton, highlighting every intricate chitinous texture while plunging its surroundings into deep, inky shadows. Its powerful, bulbous pincers are raised high in a formidable defensive posture, maintaining a tense, resolute stillness. Its long, segmented tail arches gracefully yet menacingly over its body, culminating in a sharp stinger, poised to strike, a glistening bead of venom clinging to its tip. The scorpion stands in complete alert against the surface of fine, dark sand, its posture a frozen scene of prey preparation. Desaturated color grading strips the scene of all color, reducing it to a pristine interplay of bright white and bottomless black, heightening the tense and dramatic atmosphere, making the creature feel both deadly and flawlessly beautiful, yet profoundly menacing.", + "seed": 6938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_3/index_6181_seed_6938_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16666081473231315, + "vlm_logprob": -0.16666081473231315, + "vlm_yes_no_margin": 2.400000011920929, + "vlm_token_credit": -0.16666081473231315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.485454261302948 + ], + "opposite_logprob_tokens": [ + -1.1104543209075928 + ], + "logprob_reward": -0.485454261302948, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.485454261302948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07788491249084473, + 0.07439392060041428, + 0.09979310631752014, + 0.14281873404979706, + 0.1450403928756714, + 0.037832409143447876, + 0.07458366453647614, + 0.052231382578611374, + 0.20014673471450806, + 0.09527474641799927 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.485454261302948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029875729233026505 + ], + "opposite_logprob_tokens": [ + -3.5298757553100586 + ], + "logprob_reward": -0.029875729233026505, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029875729233026505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2284151166677475, + 0.08877897262573242, + 0.12361655384302139, + 0.12636664509773254, + 0.07314014434814453, + 0.047823045402765274, + 0.05665391683578491, + 0.01746254600584507, + 0.11294079571962357, + 0.12480234354734421 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.029875729233026505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016095347702503204 + ], + "opposite_logprob_tokens": [ + -4.141095161437988 + ], + "logprob_reward": -0.016095347702503204, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016095347702503204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049721021205186844, + 0.01848650723695755, + 0.03674856945872307, + 0.3350415825843811, + 0.34281718730926514, + 0.01531785074621439, + 0.010713113471865654, + 0.025571949779987335, + 0.1215142235159874, + 0.04406794533133507 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.016095347702503204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157423615455627 + ], + "opposite_logprob_tokens": [ + -1.7015742063522339 + ], + "logprob_reward": -0.20157423615455627, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157423615455627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15364058315753937, + 0.17028455436229706, + 0.11428608000278473, + 0.16906985640525818, + 0.03980172425508499, + 0.03725847974419594, + 0.021802950650453568, + 0.02110433578491211, + 0.260315477848053, + 0.012436025775969028 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.20157423615455627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a large desert scorpion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static, low-angle macro view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image composed in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpion's pincers raised high in a defensive posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a glistening bead of venom visible on the tip of the scorpion's tail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003044992685318 + ], + "opposite_logprob_tokens": [ + -2.35030460357666 + ], + "logprob_reward": -0.1003044992685318, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003044992685318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06086669862270355, + 0.0874146893620491, + 0.07660030573606491, + 0.2641219198703766, + 0.09466779977083206, + 0.05838196352124214, + 0.03469492867588997, + 0.03478427976369858, + 0.2529417872428894, + 0.0355256162583828 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.1003044992685318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_tensor([4360, 4360])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_tensor([4360, 4360])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..edea0b57285d93ab0f728a4ff7060a64cdc0f0c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_tensor([4360, 4360])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot skims the surface of the water, following closely and looking slightly upward at a futuristic sloop as it cuts through the sea at breakneck speed. At the helm stands a mysterious figure, their face entirely obscured by an ornate mask of polished obsidian and platinum thread, intricately carved with baroque scrollwork, which only reflects a cold luster in the dim daylight. This figure drapes a vast manta ray-like cape, crafted from a deep sea-blue silk with a subtle iridescence. Their vast \"wingspan,\" whipped to full length by the strong sea breeze, tumbles through the air with dramatic yet graceful movements, like a living creature, their wingtips almost touching the crashing waves below. With steady and deliberate control, the figure expertly controls the matte carbon fiber tiller with one hand, their body balancing with precise and powerful force as the vessel pitches, demonstrating unparalleled command of the craft. Surrounding the vast expanse of ocean, the shimmering surface, under the diffuse light of an overcast sky, appears as a dynamic fabric composed of countless silver-gray sequins. The entire scene employs an extremely desaturated color scheme, dominated by varying shades of cool gray, deep black, and metallic silver, creating an epic atmosphere that is both aloof and aloof, yet imbued with a sense of high fashion, like the dynamic cover of a top fashion blockbuster.", + "seed": 18429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_4360_seed_18429_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.059996028523892166, + "vlm_logprob": -0.059996028523892166, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.059996028523892166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06003395467996597 + ], + "opposite_logprob_tokens": [ + -2.9350340366363525 + ], + "logprob_reward": -0.06003395467996597, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06003395467996597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1117434874176979, + 0.042082156985998154, + 0.03018849529325962, + 0.053528569638729095, + 0.024162892252206802, + 0.026937970891594887, + 0.4634157121181488, + 0.05172741413116455, + 0.1403687745332718, + 0.055844496935606 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.06003395467996597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076436190865933895 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.0076436190865933895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076436190865933895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1381261944770813, + 0.0571100115776062, + 0.05529842898249626, + 0.08849058300256729, + 0.10465294122695923, + 0.025430727750062943, + 0.1446387767791748, + 0.1370781511068344, + 0.0745486170053482, + 0.1746254712343216 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0076436190865933895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157977938652039 + ], + "opposite_logprob_tokens": [ + -1.7015798091888428 + ], + "logprob_reward": -0.20157977938652039, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157977938652039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13990679383277893, + 0.06133471056818962, + 0.047158583998680115, + 0.04714179039001465, + 0.10625576227903366, + 0.021749630570411682, + 0.3096776008605957, + 0.06320001929998398, + 0.05246248096227646, + 0.1511126309633255 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.20157977938652039 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818496361374855 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.01818496361374855, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818496361374855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13726134598255157, + 0.024950867518782616, + 0.05437871813774109, + 0.22226938605308533, + 0.12532930076122284, + 0.020258557051420212, + 0.2248808890581131, + 0.056969668716192245, + 0.04101540148258209, + 0.09268588572740555 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.01818496361374855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3317975103855133, + 0.03660476207733154, + 0.060674626380205154, + 0.04081888869404793, + 0.1611412763595581, + 0.03800838813185692, + 0.076417937874794, + 0.0714837834239006, + 0.03935485705733299, + 0.14369796216487885 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.012537825852632523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot skims the surface of the water, following closely and looking slightly upward at a futuristic sloop as it cuts through the sea at breakneck speed. At the helm stands a mysterious figure, their face entirely obscured by an ornate mask of polished obsidian and platinum thread, intricately carved with baroque scrollwork, which only reflects a cold luster in the dim daylight. This figure drapes a vast manta ray-like cape, crafted from a deep sea-blue silk with a subtle iridescence. Their vast \"wingspan,\" whipped to full length by the strong sea breeze, tumbles through the air with dramatic yet graceful movements, like a living creature, their wingtips almost touching the crashing waves below. With steady and deliberate control, the figure expertly controls the matte carbon fiber tiller with one hand, their body balancing with precise and powerful force as the vessel pitches, demonstrating unparalleled command of the craft. Surrounding the vast expanse of ocean, the shimmering surface, under the diffuse light of an overcast sky, appears as a dynamic fabric composed of countless silver-gray sequins. The entire scene employs an extremely desaturated color scheme, dominated by varying shades of cool gray, deep black, and metallic silver, creating an epic atmosphere that is both aloof and aloof, yet imbued with a sense of high fashion, like the dynamic cover of a top fashion blockbuster.", + "seed": 18430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_4360_seed_18430_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13447757735848426, + "vlm_logprob": -0.13447757735848426, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.13447757735848426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02578883059322834 + ], + "opposite_logprob_tokens": [ + -3.9007887840270996 + ], + "logprob_reward": -0.02578883059322834, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02578883059322834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976253926753998, + 0.06763984262943268, + 0.07620322704315186, + 0.06093662977218628, + 0.17691847681999207, + 0.08233077824115753, + 0.05541599169373512, + 0.06388729065656662, + 0.07375714182853699, + 0.0452851839363575 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02578883059322834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213869348168373 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213869348168373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213869348168373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3054230511188507, + 0.10945387184619904, + 0.0390370637178421, + 0.06680688261985779, + 0.08742298185825348, + 0.06301431357860565, + 0.13974356651306152, + 0.05676969885826111, + 0.09454264491796494, + 0.037785954773426056 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014213869348168373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762286186218262 + ], + "opposite_logprob_tokens": [ + -0.8262286186218262 + ], + "logprob_reward": -0.5762286186218262, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762286186218262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13010135293006897, + 0.0555548295378685, + 0.07441657781600952, + 0.03451281040906906, + 0.1652933955192566, + 0.06161653250455856, + 0.131796732544899, + 0.23265397548675537, + 0.0858779326081276, + 0.02817589044570923 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.5762286186218262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351071894168854 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.026351071894168854, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351071894168854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09576452523469925, + 0.06817462295293808, + 0.06990531086921692, + 0.043670907616615295, + 0.1584600955247879, + 0.05175849422812462, + 0.09623313695192337, + 0.09148784726858139, + 0.1273488998413086, + 0.19719620048999786 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.026351071894168854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805496335029602 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.029805496335029602, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805496335029602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16561535000801086, + 0.04205607622861862, + 0.12460946291685104, + 0.05338165536522865, + 0.08848155289888382, + 0.04294004291296005, + 0.10698758065700531, + 0.08145419508218765, + 0.16199178993701935, + 0.13248226046562195 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.029805496335029602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot skims the surface of the water, following closely and looking slightly upward at a futuristic sloop as it cuts through the sea at breakneck speed. At the helm stands a mysterious figure, their face entirely obscured by an ornate mask of polished obsidian and platinum thread, intricately carved with baroque scrollwork, which only reflects a cold luster in the dim daylight. This figure drapes a vast manta ray-like cape, crafted from a deep sea-blue silk with a subtle iridescence. Their vast \"wingspan,\" whipped to full length by the strong sea breeze, tumbles through the air with dramatic yet graceful movements, like a living creature, their wingtips almost touching the crashing waves below. With steady and deliberate control, the figure expertly controls the matte carbon fiber tiller with one hand, their body balancing with precise and powerful force as the vessel pitches, demonstrating unparalleled command of the craft. Surrounding the vast expanse of ocean, the shimmering surface, under the diffuse light of an overcast sky, appears as a dynamic fabric composed of countless silver-gray sequins. The entire scene employs an extremely desaturated color scheme, dominated by varying shades of cool gray, deep black, and metallic silver, creating an epic atmosphere that is both aloof and aloof, yet imbued with a sense of high fashion, like the dynamic cover of a top fashion blockbuster.", + "seed": 18431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_4360_seed_18431_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08480542562901974, + "vlm_logprob": -0.08480542562901974, + "vlm_yes_no_margin": 3.3999999523162843, + "vlm_token_credit": -0.08480542562901974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02644767053425312 + ], + "opposite_logprob_tokens": [ + -3.7764477729797363 + ], + "logprob_reward": -0.02644767053425312, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02644767053425312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13727280497550964, + 0.2515985369682312, + 0.09491842985153198, + 0.1435263305902481, + 0.06099754199385643, + 0.02729794569313526, + 0.027308257296681404, + 0.07373889535665512, + 0.05547047778964043, + 0.1278708428144455 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02644767053425312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11636693775653839, + 0.19272243976593018, + 0.05895320326089859, + 0.16831287741661072, + 0.12033065408468246, + 0.021598700433969498, + 0.07328017801046371, + 0.13323913514614105, + 0.017726967111229897, + 0.09746895730495453 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865817427635193 + ], + "opposite_logprob_tokens": [ + -1.2236582040786743 + ], + "logprob_reward": -0.34865817427635193, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865817427635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12387419492006302, + 0.1918817162513733, + 0.0651102364063263, + 0.07705096155405045, + 0.07261747121810913, + 0.09454295784235, + 0.06150705739855766, + 0.09021651744842529, + 0.04433484002947807, + 0.1788640171289444 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.34865817427635193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818496361374855 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.01818496361374855, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818496361374855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07352378219366074, + 0.09971670061349869, + 0.03855016827583313, + 0.1978224813938141, + 0.1269727200269699, + 0.061030399054288864, + 0.04045315086841583, + 0.2757452130317688, + 0.023347344249486923, + 0.0628381073474884 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.01818496361374855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818625070154667 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.01818625070154667, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818625070154667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19283665716648102, + 0.12729495763778687, + 0.13685773313045502, + 0.06278451532125473, + 0.05727285146713257, + 0.02633417211472988, + 0.03429378196597099, + 0.23219014704227448, + 0.025213059037923813, + 0.10492213070392609 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01818625070154667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot skims the surface of the water, following closely and looking slightly upward at a futuristic sloop as it cuts through the sea at breakneck speed. At the helm stands a mysterious figure, their face entirely obscured by an ornate mask of polished obsidian and platinum thread, intricately carved with baroque scrollwork, which only reflects a cold luster in the dim daylight. This figure drapes a vast manta ray-like cape, crafted from a deep sea-blue silk with a subtle iridescence. Their vast \"wingspan,\" whipped to full length by the strong sea breeze, tumbles through the air with dramatic yet graceful movements, like a living creature, their wingtips almost touching the crashing waves below. With steady and deliberate control, the figure expertly controls the matte carbon fiber tiller with one hand, their body balancing with precise and powerful force as the vessel pitches, demonstrating unparalleled command of the craft. Surrounding the vast expanse of ocean, the shimmering surface, under the diffuse light of an overcast sky, appears as a dynamic fabric composed of countless silver-gray sequins. The entire scene employs an extremely desaturated color scheme, dominated by varying shades of cool gray, deep black, and metallic silver, creating an epic atmosphere that is both aloof and aloof, yet imbued with a sense of high fashion, like the dynamic cover of a top fashion blockbuster.", + "seed": 18432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_7/index_4360_seed_18432_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.054275731649249793, + "vlm_logprob": -0.054275731649249793, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.054275731649249793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030416250228881836 + ], + "opposite_logprob_tokens": [ + -3.655416250228882 + ], + "logprob_reward": -0.030416250228881836, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.030416250228881836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0843982994556427, + 0.07097088545560837, + 0.03215023875236511, + 0.03696928545832634, + 0.021407580003142357, + 0.3038801848888397, + 0.14105841517448425, + 0.025061631575226784, + 0.16880954802036285, + 0.11529392749071121 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.030416250228881836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604612305760384 + ], + "opposite_logprob_tokens": [ + -3.8956046104431152 + ], + "logprob_reward": -0.020604612305760384, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604612305760384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046242404729127884, + 0.026816019788384438, + 0.030620768666267395, + 0.04048905149102211, + 0.05505000799894333, + 0.6913810968399048, + 0.0229620523750782, + 0.017341796308755875, + 0.028411677107214928, + 0.040685154497623444 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.020604612305760384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991803586483002 + ], + "opposite_logprob_tokens": [ + -1.8049180507659912 + ], + "logprob_reward": -0.17991803586483002, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991803586483002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09444497525691986, + 0.08511912822723389, + 0.050713516771793365, + 0.10676531493663788, + 0.07387492060661316, + 0.2076941579580307, + 0.08665164560079575, + 0.048191022127866745, + 0.18301880359649658, + 0.06352659314870834 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.17991803586483002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370155766606331 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370155766606331, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370155766606331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09509114176034927, + 0.05080302804708481, + 0.05438297241926193, + 0.07689525932073593, + 0.026456495746970177, + 0.4985831677913666, + 0.07542309165000916, + 0.034917306154966354, + 0.04784027487039566, + 0.039607271552085876 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.03370155766606331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking slightly upward at a futuristic sloop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a dynamic tracking shot skimming the water surface while following the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure at the helm wearing an ornate mask made of polished obsidian and platinum thread with baroque scrollwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure wearing a deep sea-blue silk cape with iridescence that is whipped out by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by an extremely desaturated color scheme of cool gray, deep black, and metallic silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738202180713415 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738202180713415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738202180713415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1545230597257614, + 0.06759440898895264, + 0.05525908246636391, + 0.057591721415519714, + 0.06301382929086685, + 0.2063879668712616, + 0.038608353585004807, + 0.026118997484445572, + 0.26582983136177063, + 0.06507270783185959 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.006738202180713415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_tensor([4058, 4058])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_tensor([4058, 4058])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..634b958d068efc73a2bd534b21a8e9e8a30d1465 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_tensor([4058, 4058])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, close-up shot from a slightly upward angle reveals a primal, destructive force. The claw of a massive creature, covered in a rocky, rugged shell, a deep black with a dark metallic sheen, plunges into and tears apart a cocoon of tightly wound, wrist-thick, rough hemp rope. As the claw sweeps downward with unmatched force, layers of ochre-colored hemp explode, sending countless thick fibers and dust scattering wildly through the air. The intense, focused overhead lighting makes each broken fiber distinct. Deep within the ripped hole, a wriggling, dark red, viscous biological tissue can be vaguely seen, foreshadowing the emergence of an ancient and terrifying life form. The scene unfolds in a somber palette of black, brown, and yellow, with stark contrasts of light and shadow, creating a solemn, cold, and destructive dark mythology.", + "seed": 27187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_4058_seed_27187_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05523005854338407, + "vlm_logprob": -0.05523005854338407, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05523005854338407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058247148990631104 + ], + "opposite_logprob_tokens": [ + -3.0582470893859863 + ], + "logprob_reward": -0.058247148990631104, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.058247148990631104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20208413898944855, + 0.38754692673683167, + 0.051627811044454575, + 0.0864250585436821, + 0.036567915230989456, + 0.04878528043627739, + 0.04950719326734543, + 0.0235744658857584, + 0.06643012166023254, + 0.04745108634233475 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.058247148990631104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008678813464939594 + ], + "opposite_logprob_tokens": [ + -4.758678913116455 + ], + "logprob_reward": -0.008678813464939594, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008678813464939594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21806757152080536, + 0.11828429996967316, + 0.0657351166009903, + 0.06188569590449333, + 0.06358984857797623, + 0.06399725377559662, + 0.09626878052949905, + 0.08876615762710571, + 0.07477641105651855, + 0.14862877130508423 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.008678813464939594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086808174848557 + ], + "opposite_logprob_tokens": [ + -3.1680867671966553 + ], + "logprob_reward": -0.043086808174848557, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086808174848557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12634025514125824, + 0.1667926013469696, + 0.09481688588857651, + 0.23145636916160583, + 0.06937742978334427, + 0.072023406624794, + 0.07012633979320526, + 0.025481734424829483, + 0.0562162809073925, + 0.08736877888441086 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.043086808174848557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311948403716087 + ], + "opposite_logprob_tokens": [ + -3.7733118534088135 + ], + "logprob_reward": -0.023311948403716087, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311948403716087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21975497901439667, + 0.0917559415102005, + 0.1098298579454422, + 0.08373630046844482, + 0.13565906882286072, + 0.22135847806930542, + 0.05323484167456627, + 0.021803375333547592, + 0.0288406889885664, + 0.03402644768357277 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.023311948403716087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282557368278503 + ], + "opposite_logprob_tokens": [ + -2.0178256034851074 + ], + "logprob_reward": -0.14282557368278503, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282557368278503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3482508063316345, + 0.07502979040145874, + 0.028262102976441383, + 0.052869465202093124, + 0.03892502933740616, + 0.033463165163993835, + 0.14079689979553223, + 0.0398065447807312, + 0.13466493785381317, + 0.10793128609657288 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.14282557368278503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up shot from a slightly upward angle reveals a primal, destructive force. The claw of a massive creature, covered in a rocky, rugged shell, a deep black with a dark metallic sheen, plunges into and tears apart a cocoon of tightly wound, wrist-thick, rough hemp rope. As the claw sweeps downward with unmatched force, layers of ochre-colored hemp explode, sending countless thick fibers and dust scattering wildly through the air. The intense, focused overhead lighting makes each broken fiber distinct. Deep within the ripped hole, a wriggling, dark red, viscous biological tissue can be vaguely seen, foreshadowing the emergence of an ancient and terrifying life form. The scene unfolds in a somber palette of black, brown, and yellow, with stark contrasts of light and shadow, creating a solemn, cold, and destructive dark mythology.", + "seed": 27188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_4058_seed_27188_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03142896918579936, + "vlm_logprob": -0.03142896918579936, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03142896918579936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609959363937378 + ], + "opposite_logprob_tokens": [ + -3.0560996532440186 + ], + "logprob_reward": -0.05609959363937378, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05609959363937378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16456472873687744, + 0.06334806978702545, + 0.05414876341819763, + 0.0958794578909874, + 0.38701146841049194, + 0.08838026225566864, + 0.03961532190442085, + 0.039351530373096466, + 0.029285883530974388, + 0.03841453045606613 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05609959363937378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036462745629251003 + ], + "opposite_logprob_tokens": [ + -5.628646373748779 + ], + "logprob_reward": -0.0036462745629251003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036462745629251003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13257524371147156, + 0.15160135924816132, + 0.06830133497714996, + 0.17694231867790222, + 0.2214622050523758, + 0.06592421978712082, + 0.08716023713350296, + 0.05006369203329086, + 0.021635141223669052, + 0.02433420717716217 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0036462745629251003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080567613244057 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080567613244057, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080567613244057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13246767222881317, + 0.04852684214711189, + 0.049012191593647, + 0.1901741325855255, + 0.24104025959968567, + 0.14550861716270447, + 0.07645228505134583, + 0.04049959406256676, + 0.029178109019994736, + 0.04714038968086243 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.016080567613244057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636941708624363 + ], + "opposite_logprob_tokens": [ + -3.651369333267212 + ], + "logprob_reward": -0.02636941708624363, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636941708624363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07872764766216278, + 0.03163880482316017, + 0.04233689233660698, + 0.22846685349941254, + 0.20833823084831238, + 0.09439422190189362, + 0.15170522034168243, + 0.04255848377943039, + 0.014306400902569294, + 0.10752728581428528 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.02636941708624363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054948993027210236 + ], + "opposite_logprob_tokens": [ + -2.9299490451812744 + ], + "logprob_reward": -0.054948993027210236, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054948993027210236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05515756458044052, + 0.03699317201972008, + 0.02060931921005249, + 0.09408746659755707, + 0.06871020793914795, + 0.09965033829212189, + 0.5425105094909668, + 0.032073456794023514, + 0.012278669513761997, + 0.03792932629585266 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.054948993027210236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up shot from a slightly upward angle reveals a primal, destructive force. The claw of a massive creature, covered in a rocky, rugged shell, a deep black with a dark metallic sheen, plunges into and tears apart a cocoon of tightly wound, wrist-thick, rough hemp rope. As the claw sweeps downward with unmatched force, layers of ochre-colored hemp explode, sending countless thick fibers and dust scattering wildly through the air. The intense, focused overhead lighting makes each broken fiber distinct. Deep within the ripped hole, a wriggling, dark red, viscous biological tissue can be vaguely seen, foreshadowing the emergence of an ancient and terrifying life form. The scene unfolds in a somber palette of black, brown, and yellow, with stark contrasts of light and shadow, creating a solemn, cold, and destructive dark mythology.", + "seed": 27189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_4058_seed_27189_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021926095662638544, + "vlm_logprob": -0.021926095662638544, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.021926095662638544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02997349016368389 + ], + "opposite_logprob_tokens": [ + -3.7799735069274902 + ], + "logprob_reward": -0.02997349016368389, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02997349016368389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18305858969688416, + 0.08305131644010544, + 0.11628583073616028, + 0.029075205326080322, + 0.03088727779686451, + 0.056422896683216095, + 0.0316738523542881, + 0.06692689657211304, + 0.036817796528339386, + 0.3658003807067871 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.02997349016368389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036421173717826605 + ], + "opposite_logprob_tokens": [ + -5.6286420822143555 + ], + "logprob_reward": -0.0036421173717826605, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036421173717826605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13505567610263824, + 0.046279698610305786, + 0.11816282570362091, + 0.048562612384557724, + 0.03738131374120712, + 0.13368812203407288, + 0.04030407592654228, + 0.030790038406848907, + 0.12570327520370483, + 0.2840723395347595 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0036421173717826605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300884291529655 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300884291529655, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300884291529655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18347543478012085, + 0.09947992116212845, + 0.059721849858760834, + 0.05391160026192665, + 0.06925470381975174, + 0.07107482850551605, + 0.07218022644519806, + 0.0934976190328598, + 0.10763600468635559, + 0.18976785242557526 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.023300884291529655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370346546173096 + ], + "opposite_logprob_tokens": [ + -3.6513702869415283 + ], + "logprob_reward": -0.026370346546173096, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370346546173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14550703763961792, + 0.11312315613031387, + 0.08876558393239975, + 0.08798746019601822, + 0.05317571759223938, + 0.0649092048406601, + 0.04627350717782974, + 0.0882377028465271, + 0.06983380019664764, + 0.2421867549419403 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.026370346546173096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343639940023422 + ], + "opposite_logprob_tokens": [ + -3.651343584060669 + ], + "logprob_reward": -0.026343639940023422, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343639940023422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13034427165985107, + 0.05299948528409004, + 0.10592009127140045, + 0.03771832212805748, + 0.03248279541730881, + 0.05959160625934601, + 0.07539365440607071, + 0.041407082229852676, + 0.26916003227233887, + 0.19498266279697418 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.026343639940023422 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up shot from a slightly upward angle reveals a primal, destructive force. The claw of a massive creature, covered in a rocky, rugged shell, a deep black with a dark metallic sheen, plunges into and tears apart a cocoon of tightly wound, wrist-thick, rough hemp rope. As the claw sweeps downward with unmatched force, layers of ochre-colored hemp explode, sending countless thick fibers and dust scattering wildly through the air. The intense, focused overhead lighting makes each broken fiber distinct. Deep within the ripped hole, a wriggling, dark red, viscous biological tissue can be vaguely seen, foreshadowing the emergence of an ancient and terrifying life form. The scene unfolds in a somber palette of black, brown, and yellow, with stark contrasts of light and shadow, creating a solemn, cold, and destructive dark mythology.", + "seed": 27190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000272/group_9/index_4058_seed_27190_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17853409983217716, + "vlm_logprob": -0.17853409983217716, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.17853409983217716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5336452722549438 + ], + "opposite_logprob_tokens": [ + -0.9086452722549438 + ], + "logprob_reward": -0.5336452722549438, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5336452722549438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1825575828552246, + 0.03679937124252319, + 0.06508218497037888, + 0.10974138975143433, + 0.06231958791613579, + 0.0976402759552002, + 0.04898279160261154, + 0.027425631880760193, + 0.17584772408008575, + 0.19360344111919403 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.5336452722549438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020647702738642693 + ], + "opposite_logprob_tokens": [ + -3.8956477642059326 + ], + "logprob_reward": -0.020647702738642693, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020647702738642693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14540043473243713, + 0.03714986518025398, + 0.05113949999213219, + 0.038199447095394135, + 0.03877656161785126, + 0.08906856924295425, + 0.040320590138435364, + 0.02871978096663952, + 0.27825072407722473, + 0.2529745399951935 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.020647702738642693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256295531988144 + ], + "opposite_logprob_tokens": [ + -1.6006295680999756 + ], + "logprob_reward": -0.2256295531988144, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256295531988144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12846602499485016, + 0.11752482503652573, + 0.11594533920288086, + 0.060066621750593185, + 0.08317846804857254, + 0.08916350454092026, + 0.05415705218911171, + 0.06918563693761826, + 0.09191076457500458, + 0.19040173292160034 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2256295531988144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033744316548109055 + ], + "opposite_logprob_tokens": [ + -3.4087443351745605 + ], + "logprob_reward": -0.033744316548109055, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033744316548109055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2473354935646057, + 0.12325678020715714, + 0.10137897729873657, + 0.03924170508980751, + 0.03484693914651871, + 0.0728309154510498, + 0.10696423798799515, + 0.038905926048755646, + 0.08355534821748734, + 0.15168367326259613 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.033744316548109055 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive claw covered in a rocky, rugged shell visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the claw plunging into and tearing apart a cocoon of tightly wound, rough hemp rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are layers of ochre-colored hemp exploding and scattering fibers and dust through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a wriggling, dark red, viscous biological tissue visible deep within the ripped hole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900365442037582 + ], + "opposite_logprob_tokens": [ + -2.5790035724639893 + ], + "logprob_reward": -0.07900365442037582, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900365442037582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09409485012292862, + 0.11055580526590347, + 0.050903111696243286, + 0.043042026460170746, + 0.02904161810874939, + 0.07411491125822067, + 0.05175161734223366, + 0.06157262623310089, + 0.10273221135139465, + 0.3821912705898285 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.07900365442037582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_tensor([7951, 7951])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_tensor([7951, 7951])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5170509415eb9592e68949038d44f9d5a9259045 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_tensor([7951, 7951])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly zooming shot begins, initially focusing on the turret of a heavy tank. Its rough, matte desert camouflage paint is speckled with battle scars and dried mud. Under a gloomy gray sky, the turret slowly rotates in place with a heavy yet steady rhythm, its long barrel grimly sweeping across the horizon like a vigilant behemoth searching for threats. As the camera steadily and steadily moves backward, a vast, desolate battlefield gradually unfolds: the ground is a scorched earth, littered with the wreckage of destroyed buildings and several vehicles, charred to their skeletons, billowing with black smoke. The lingering smoke and dust make the light oppressive, the entire frame fading into a monotonous palette of sepia and gray. Only the lone tank, moving slowly in deathly silence, creates a suffocating, tense, and foreboding atmosphere of post-war tension.", + "seed": 8134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_7951_seed_8134_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09137367717921734, + "vlm_logprob": -0.09137367717921734, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.09137367717921734, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01576707325875759 + ], + "opposite_logprob_tokens": [ + -4.3907670974731445 + ], + "logprob_reward": -0.01576707325875759, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01576707325875759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10486277937889099, + 0.118785060942173, + 0.04880903661251068, + 0.07543919235467911, + 0.08839870989322662, + 0.07312732934951782, + 0.10020856559276581, + 0.10183659195899963, + 0.22714513540267944, + 0.06138761341571808 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.01576707325875759 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22584965825080872 + ], + "opposite_logprob_tokens": [ + -1.6008496284484863 + ], + "logprob_reward": -0.22584965825080872, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22584965825080872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13275830447673798, + 0.1451878696680069, + 0.037625089287757874, + 0.10580052435398102, + 0.2526656687259674, + 0.03810594230890274, + 0.036970458924770355, + 0.09720903635025024, + 0.08628761768341064, + 0.06738953292369843 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.22584965825080872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700361579656601 + ], + "opposite_logprob_tokens": [ + -2.6950361728668213 + ], + "logprob_reward": -0.0700361579656601, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700361579656601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08694516122341156, + 0.10619638860225677, + 0.06361636519432068, + 0.12834031879901886, + 0.30081143975257874, + 0.07542471587657928, + 0.03965124860405922, + 0.057041168212890625, + 0.04218301549553871, + 0.09979022294282913 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0700361579656601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819327473640442 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.01819327473640442, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819327473640442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08409342169761658, + 0.11225000023841858, + 0.0786191076040268, + 0.1723347008228302, + 0.0899369940161705, + 0.08184562623500824, + 0.08850700408220291, + 0.09249349683523178, + 0.1657315194606781, + 0.03418813645839691 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.01819327473640442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702222168445587 + ], + "opposite_logprob_tokens": [ + -2.1270222663879395 + ], + "logprob_reward": -0.12702222168445587, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702222168445587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1550040990114212, + 0.0870617926120758, + 0.10053100436925888, + 0.1621047705411911, + 0.14820672571659088, + 0.07449251413345337, + 0.07091931998729706, + 0.06658526510000229, + 0.0775880441069603, + 0.057506460696458817 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.12702222168445587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming shot begins, initially focusing on the turret of a heavy tank. Its rough, matte desert camouflage paint is speckled with battle scars and dried mud. Under a gloomy gray sky, the turret slowly rotates in place with a heavy yet steady rhythm, its long barrel grimly sweeping across the horizon like a vigilant behemoth searching for threats. As the camera steadily and steadily moves backward, a vast, desolate battlefield gradually unfolds: the ground is a scorched earth, littered with the wreckage of destroyed buildings and several vehicles, charred to their skeletons, billowing with black smoke. The lingering smoke and dust make the light oppressive, the entire frame fading into a monotonous palette of sepia and gray. Only the lone tank, moving slowly in deathly silence, creates a suffocating, tense, and foreboding atmosphere of post-war tension.", + "seed": 8135, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_7951_seed_8135_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06969903856515884, + "vlm_logprob": -0.06969903856515884, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06969903856515884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01575862430036068 + ], + "opposite_logprob_tokens": [ + -4.390758514404297 + ], + "logprob_reward": -0.01575862430036068, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01575862430036068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18197208642959595, + 0.08899562805891037, + 0.040156442672014236, + 0.11721666157245636, + 0.17864197492599487, + 0.06588856130838394, + 0.06448609381914139, + 0.09277468174695969, + 0.07552283257246017, + 0.09434493631124496 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01575862430036068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18015141785144806 + ], + "opposite_logprob_tokens": [ + -1.8051514625549316 + ], + "logprob_reward": -0.18015141785144806, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18015141785144806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07180852442979813, + 0.19734716415405273, + 0.0638737678527832, + 0.06466419249773026, + 0.0719882994890213, + 0.08482688665390015, + 0.06714325398206711, + 0.15589149296283722, + 0.11842448264360428, + 0.10403191298246384 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.18015141785144806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003670930862427 + ], + "opposite_logprob_tokens": [ + -2.6950366497039795 + ], + "logprob_reward": -0.07003670930862427, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003670930862427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14259876310825348, + 0.04754404351115227, + 0.06371104717254639, + 0.1057073324918747, + 0.24696555733680725, + 0.05942494049668312, + 0.0884239673614502, + 0.10228308290243149, + 0.07146520912647247, + 0.07187607139348984 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.07003670930862427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09651296585798264, + 0.03959942236542702, + 0.05425538867712021, + 0.08188807219266891, + 0.14913447201251984, + 0.07658836245536804, + 0.09593836218118668, + 0.16781853139400482, + 0.0925707072019577, + 0.14569376409053802 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000814378261566 + ], + "opposite_logprob_tokens": [ + -2.6950080394744873 + ], + "logprob_reward": -0.07000814378261566, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000814378261566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20456963777542114, + 0.05443925783038139, + 0.06240469962358475, + 0.052611254155635834, + 0.1439451277256012, + 0.15914541482925415, + 0.037442684173583984, + 0.04459653049707413, + 0.06138284131884575, + 0.1794625222682953 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.07000814378261566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming shot begins, initially focusing on the turret of a heavy tank. Its rough, matte desert camouflage paint is speckled with battle scars and dried mud. Under a gloomy gray sky, the turret slowly rotates in place with a heavy yet steady rhythm, its long barrel grimly sweeping across the horizon like a vigilant behemoth searching for threats. As the camera steadily and steadily moves backward, a vast, desolate battlefield gradually unfolds: the ground is a scorched earth, littered with the wreckage of destroyed buildings and several vehicles, charred to their skeletons, billowing with black smoke. The lingering smoke and dust make the light oppressive, the entire frame fading into a monotonous palette of sepia and gray. Only the lone tank, moving slowly in deathly silence, creates a suffocating, tense, and foreboding atmosphere of post-war tension.", + "seed": 8136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_7951_seed_8136_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07528021838515997, + "vlm_logprob": -0.07528021838515997, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07528021838515997, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009857074357569218 + ], + "opposite_logprob_tokens": [ + -4.884857177734375 + ], + "logprob_reward": -0.009857074357569218, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009857074357569218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17390652000904083, + 0.05252991244196892, + 0.109054334461689, + 0.1038588434457779, + 0.0862080305814743, + 0.038297299295663834, + 0.10426268726587296, + 0.05572549253702164, + 0.21872681379318237, + 0.057430002838373184 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.009857074357569218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22584319114685059 + ], + "opposite_logprob_tokens": [ + -1.6008431911468506 + ], + "logprob_reward": -0.22584319114685059, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22584319114685059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1878705620765686, + 0.13676592707633972, + 0.10160888731479645, + 0.06122420355677605, + 0.1540292501449585, + 0.0743057057261467, + 0.04301079362630844, + 0.07347974181175232, + 0.059938862919807434, + 0.1077660396695137 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.22584319114685059 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700363740324974 + ], + "opposite_logprob_tokens": [ + -2.6950364112854004 + ], + "logprob_reward": -0.0700363740324974, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700363740324974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1851663887500763, + 0.13020776212215424, + 0.05113224685192108, + 0.07540469616651535, + 0.10612397640943527, + 0.07588891685009003, + 0.09107071906328201, + 0.040658120065927505, + 0.1200261041522026, + 0.12432112544775009 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0700363740324974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32002919912338257, + 0.1277453601360321, + 0.13071361184120178, + 0.03490820527076721, + 0.04261883348226547, + 0.059184178709983826, + 0.05242100730538368, + 0.10996484011411667, + 0.061974506825208664, + 0.0604403130710125 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008637567982077599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202688440680504 + ], + "opposite_logprob_tokens": [ + -2.8120269775390625 + ], + "logprob_reward": -0.06202688440680504, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202688440680504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436302214860916, + 0.052183326333761215, + 0.07851938158273697, + 0.1513710767030716, + 0.07386716455221176, + 0.04110931232571602, + 0.11016552895307541, + 0.10805036127567291, + 0.1764811873435974, + 0.06462249904870987 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.06202688440680504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly zooming shot begins, initially focusing on the turret of a heavy tank. Its rough, matte desert camouflage paint is speckled with battle scars and dried mud. Under a gloomy gray sky, the turret slowly rotates in place with a heavy yet steady rhythm, its long barrel grimly sweeping across the horizon like a vigilant behemoth searching for threats. As the camera steadily and steadily moves backward, a vast, desolate battlefield gradually unfolds: the ground is a scorched earth, littered with the wreckage of destroyed buildings and several vehicles, charred to their skeletons, billowing with black smoke. The lingering smoke and dust make the light oppressive, the entire frame fading into a monotonous palette of sepia and gray. Only the lone tank, moving slowly in deathly silence, creates a suffocating, tense, and foreboding atmosphere of post-war tension.", + "seed": 8137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_0/index_7951_seed_8137_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11827193181961775, + "vlm_logprob": -0.11827193181961775, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.11827193181961775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015390913002192974 + ], + "opposite_logprob_tokens": [ + -4.390390872955322 + ], + "logprob_reward": -0.015390913002192974, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015390913002192974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2691524624824524, + 0.1025933027267456, + 0.10999397933483124, + 0.054799679666757584, + 0.05323201045393944, + 0.11950521916151047, + 0.12190336734056473, + 0.08773142844438553, + 0.035516880452632904, + 0.0455717109143734 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.015390913002192974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3490031659603119 + ], + "opposite_logprob_tokens": [ + -1.2240031957626343 + ], + "logprob_reward": -0.3490031659603119, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3490031659603119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25109851360321045, + 0.12185341119766235, + 0.1661062240600586, + 0.04257791489362717, + 0.043294064700603485, + 0.06842328608036041, + 0.05695510655641556, + 0.12893836200237274, + 0.028121983632445335, + 0.09263118356466293 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.3490031659603119 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032034665346146 + ], + "opposite_logprob_tokens": [ + -2.350320339202881 + ], + "logprob_reward": -0.10032034665346146, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032034665346146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2591915726661682, + 0.14651481807231903, + 0.20198796689510345, + 0.039450280368328094, + 0.050591494888067245, + 0.09203742444515228, + 0.04746304452419281, + 0.06785651296377182, + 0.04877341166138649, + 0.046133484691381454 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.10032034665346146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357341557741165 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357341557741165, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357341557741165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29270267486572266, + 0.3674488067626953, + 0.1097952350974083, + 0.02676028199493885, + 0.014630110003054142, + 0.02233637496829033, + 0.023373084142804146, + 0.06754416227340698, + 0.013148759491741657, + 0.06226053461432457 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026357341557741165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy tank with a turret visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's paint described as rough, matte desert camouflage with speckled battle scars and dried mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly in place while its long barrel sweeps across the horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast, desolate battlefield with scorched earth, wreckage of destroyed buildings, and charred vehicle skeletons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start focused on the turret and steadily move backward to reveal the battlefield?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028789192438126 + ], + "opposite_logprob_tokens": [ + -2.350287914276123 + ], + "logprob_reward": -0.10028789192438126, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028789192438126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24359320104122162, + 0.06846737861633301, + 0.057391997426748276, + 0.09008768200874329, + 0.047861576080322266, + 0.09268646687269211, + 0.09372210502624512, + 0.14148887991905212, + 0.12109524011611938, + 0.04360545426607132 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10028789192438126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_tensor([2898, 2898])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_tensor([2898, 2898])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f7074366ec389ad85e26fa25eaf2a7960247317d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_tensor([2898, 2898])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a cinematic shot imbued with a vintage feel. The camera, in a smooth 360-degree rotation, circles a 1950s-era cast-iron loom at high speed, transporting us into the vast and cacophony of a Chinese textile factory. Beneath the high ceilings, rows of machines emit a deafening roar, the air thick with the scent of cotton wool, dust, and engine oil. A few rays of afternoon sunlight filter through the dusty windows high above, creating distinct Tyndall beams of light amidst the smoke and ash. As the camera rotates and pans forward, the image seamlessly shifts to an extreme close-up, focusing on the wooden shuttle, polished to a sleek sheen from years of use. It becomes a blurry trail, too fine to be seen with the naked eye, frantically weaving through a dense grid of taut white warp and weft yarns, each impact producing a crisp, powerful sound. Suddenly, captured in slow motion by the high-speed camera, a cotton thread snaps at its limit, its ruptured fibers exploding into a tiny, fleeting velvet flower. Almost instantly, a pair of calloused yet incredibly deft hands emerges from the frame. Swiftly and precisely, her fingertips twist the two severed heads and reattach them with a movement so deft, almost muscle memory, that the entire process is fluid and seamless, never interrupting the thundering rhythm of the machinery. The scene, tinged with warm tones and a nostalgic sepia texture, features a striking contrast of light and shadow, capturing the tense harmony between the immense power of industrial production and the exquisite craftsmanship of the individual workers of that era, creating a documentary atmosphere of focused intensity and vitality.", + "seed": 14087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_2898_seed_14087_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21316464059054852, + "vlm_logprob": -0.21316464059054852, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.21316464059054852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5872018337249756 + ], + "opposite_logprob_tokens": [ + -0.8372018337249756 + ], + "logprob_reward": -0.5872018337249756, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5872018337249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1921692043542862, + 0.051815059036016464, + 0.05885191634297371, + 0.04983094334602356, + 0.12978193163871765, + 0.08537359535694122, + 0.11823567003011703, + 0.12336347997188568, + 0.07420313358306885, + 0.11637502908706665 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.5872018337249756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862521290779114 + ], + "opposite_logprob_tokens": [ + -1.2236251831054688 + ], + "logprob_reward": -0.34862521290779114, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862521290779114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1851106882095337, + 0.07614188641309738, + 0.06042146310210228, + 0.08991339802742004, + 0.06813592463731766, + 0.2004185914993286, + 0.08919260650873184, + 0.13346746563911438, + 0.0520748570561409, + 0.0451231487095356 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.34862521290779114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867975786328316 + ], + "opposite_logprob_tokens": [ + -3.048679828643799 + ], + "logprob_reward": -0.04867975786328316, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867975786328316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1287379115819931, + 0.03356994688510895, + 0.11776959896087646, + 0.048064909875392914, + 0.11180081218481064, + 0.11343217641115189, + 0.13468778133392334, + 0.22577247023582458, + 0.02331443503499031, + 0.0628499761223793 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.04867975786328316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496625602245331 + ], + "opposite_logprob_tokens": [ + -2.9299662113189697 + ], + "logprob_reward": -0.05496625602245331, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496625602245331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04531175643205643, + 0.02123604714870453, + 0.035843268036842346, + 0.051963482052087784, + 0.08659283816814423, + 0.1281924694776535, + 0.05880092456936836, + 0.05383440852165222, + 0.039554230868816376, + 0.47867056727409363 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.05496625602245331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350142434239388 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.026350142434239388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350142434239388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044241178780794144, + 0.01689949445426464, + 0.029648080468177795, + 0.03209908306598663, + 0.08223515748977661, + 0.030095776543021202, + 0.059066008776426315, + 0.0520811602473259, + 0.023588871583342552, + 0.6300452351570129 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.026350142434239388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic shot imbued with a vintage feel. The camera, in a smooth 360-degree rotation, circles a 1950s-era cast-iron loom at high speed, transporting us into the vast and cacophony of a Chinese textile factory. Beneath the high ceilings, rows of machines emit a deafening roar, the air thick with the scent of cotton wool, dust, and engine oil. A few rays of afternoon sunlight filter through the dusty windows high above, creating distinct Tyndall beams of light amidst the smoke and ash. As the camera rotates and pans forward, the image seamlessly shifts to an extreme close-up, focusing on the wooden shuttle, polished to a sleek sheen from years of use. It becomes a blurry trail, too fine to be seen with the naked eye, frantically weaving through a dense grid of taut white warp and weft yarns, each impact producing a crisp, powerful sound. Suddenly, captured in slow motion by the high-speed camera, a cotton thread snaps at its limit, its ruptured fibers exploding into a tiny, fleeting velvet flower. Almost instantly, a pair of calloused yet incredibly deft hands emerges from the frame. Swiftly and precisely, her fingertips twist the two severed heads and reattach them with a movement so deft, almost muscle memory, that the entire process is fluid and seamless, never interrupting the thundering rhythm of the machinery. The scene, tinged with warm tones and a nostalgic sepia texture, features a striking contrast of light and shadow, capturing the tense harmony between the immense power of industrial production and the exquisite craftsmanship of the individual workers of that era, creating a documentary atmosphere of focused intensity and vitality.", + "seed": 14088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_2898_seed_14088_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21096538230776787, + "vlm_logprob": -0.21096538230776787, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.21096538230776787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5338411927223206 + ], + "opposite_logprob_tokens": [ + -0.9088411927223206 + ], + "logprob_reward": -0.5338411927223206, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5338411927223206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10127100348472595, + 0.034516334533691406, + 0.02574896439909935, + 0.0550905279815197, + 0.33216455578804016, + 0.08244233578443527, + 0.042313653975725174, + 0.08452428877353668, + 0.19679395854473114, + 0.04513440281152725 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.5338411927223206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707712292671204 + ], + "opposite_logprob_tokens": [ + -1.1370770931243896 + ], + "logprob_reward": -0.38707712292671204, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707712292671204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13091561198234558, + 0.042810384184122086, + 0.055552177131175995, + 0.05865645781159401, + 0.24913203716278076, + 0.11316464841365814, + 0.023175008594989777, + 0.07933763414621353, + 0.22565244138240814, + 0.021603640168905258 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.38707712292671204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813046216964722 + ], + "opposite_logprob_tokens": [ + -3.288130521774292 + ], + "logprob_reward": -0.03813046216964722, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813046216964722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14877387881278992, + 0.04820594564080238, + 0.029298625886440277, + 0.047421157360076904, + 0.5100078582763672, + 0.01996685564517975, + 0.01940927654504776, + 0.10452338308095932, + 0.037861377000808716, + 0.03453157842159271 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.03813046216964722 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371976688504219 + ], + "opposite_logprob_tokens": [ + -3.408719778060913 + ], + "logprob_reward": -0.03371976688504219, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371976688504219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0771314948797226, + 0.038529809564352036, + 0.02620767429471016, + 0.04823502153158188, + 0.3569827377796173, + 0.08835133165121078, + 0.018587777391076088, + 0.0921984314918518, + 0.18245714902877808, + 0.07131855189800262 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.03371976688504219 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205836683511734 + ], + "opposite_logprob_tokens": [ + -2.812058448791504 + ], + "logprob_reward": -0.06205836683511734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205836683511734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04409894347190857, + 0.025055281817913055, + 0.0150230647996068, + 0.034950632601976395, + 0.18868134915828705, + 0.12933231890201569, + 0.018010135740041733, + 0.2779226005077362, + 0.17749787867069244, + 0.08942782133817673 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.06205836683511734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic shot imbued with a vintage feel. The camera, in a smooth 360-degree rotation, circles a 1950s-era cast-iron loom at high speed, transporting us into the vast and cacophony of a Chinese textile factory. Beneath the high ceilings, rows of machines emit a deafening roar, the air thick with the scent of cotton wool, dust, and engine oil. A few rays of afternoon sunlight filter through the dusty windows high above, creating distinct Tyndall beams of light amidst the smoke and ash. As the camera rotates and pans forward, the image seamlessly shifts to an extreme close-up, focusing on the wooden shuttle, polished to a sleek sheen from years of use. It becomes a blurry trail, too fine to be seen with the naked eye, frantically weaving through a dense grid of taut white warp and weft yarns, each impact producing a crisp, powerful sound. Suddenly, captured in slow motion by the high-speed camera, a cotton thread snaps at its limit, its ruptured fibers exploding into a tiny, fleeting velvet flower. Almost instantly, a pair of calloused yet incredibly deft hands emerges from the frame. Swiftly and precisely, her fingertips twist the two severed heads and reattach them with a movement so deft, almost muscle memory, that the entire process is fluid and seamless, never interrupting the thundering rhythm of the machinery. The scene, tinged with warm tones and a nostalgic sepia texture, features a striking contrast of light and shadow, capturing the tense harmony between the immense power of industrial production and the exquisite craftsmanship of the individual workers of that era, creating a documentary atmosphere of focused intensity and vitality.", + "seed": 14089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_2898_seed_14089_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11459355093538762, + "vlm_logprob": -0.11459355093538762, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.11459355093538762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3564722537994385 + ], + "opposite_logprob_tokens": [ + -1.2314722537994385 + ], + "logprob_reward": -0.3564722537994385, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3564722537994385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1186298057436943, + 0.054091814905405045, + 0.05267983675003052, + 0.19844114780426025, + 0.05197833850979805, + 0.23836559057235718, + 0.10272789746522903, + 0.10691692680120468, + 0.061041459441185, + 0.01512718852609396 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.3564722537994385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706778943538666 + ], + "opposite_logprob_tokens": [ + -2.127067804336548 + ], + "logprob_reward": -0.12706778943538666, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706778943538666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21446169912815094, + 0.04507141187787056, + 0.049221914261579514, + 0.1542806178331375, + 0.08492583781480789, + 0.06764451414346695, + 0.11116011440753937, + 0.0606708861887455, + 0.17421984672546387, + 0.03834305331110954 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.12706778943538666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820885509252548 + ], + "opposite_logprob_tokens": [ + -3.5298209190368652 + ], + "logprob_reward": -0.029820885509252548, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820885509252548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.348408579826355, + 0.1257137954235077, + 0.05811629071831703, + 0.08789476007223129, + 0.03737419843673706, + 0.048782795667648315, + 0.07769885659217834, + 0.13225145637989044, + 0.04058174043893814, + 0.043177563697099686 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.029820885509252548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980699948966503 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.02980699948966503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980699948966503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10664461553096771, + 0.0437912680208683, + 0.03341226279735565, + 0.07366587221622467, + 0.05462883785367012, + 0.04269309714436531, + 0.09426293522119522, + 0.15138287842273712, + 0.29430603981018066, + 0.10521222651004791 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.02980699948966503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799826443195343 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799826443195343, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799826443195343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05762090906500816, + 0.040817245841026306, + 0.0315098762512207, + 0.07578177750110626, + 0.024545378983020782, + 0.024000510573387146, + 0.07862644642591476, + 0.07812387496232986, + 0.33268502354621887, + 0.25628897547721863 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.029799826443195343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a cinematic shot imbued with a vintage feel. The camera, in a smooth 360-degree rotation, circles a 1950s-era cast-iron loom at high speed, transporting us into the vast and cacophony of a Chinese textile factory. Beneath the high ceilings, rows of machines emit a deafening roar, the air thick with the scent of cotton wool, dust, and engine oil. A few rays of afternoon sunlight filter through the dusty windows high above, creating distinct Tyndall beams of light amidst the smoke and ash. As the camera rotates and pans forward, the image seamlessly shifts to an extreme close-up, focusing on the wooden shuttle, polished to a sleek sheen from years of use. It becomes a blurry trail, too fine to be seen with the naked eye, frantically weaving through a dense grid of taut white warp and weft yarns, each impact producing a crisp, powerful sound. Suddenly, captured in slow motion by the high-speed camera, a cotton thread snaps at its limit, its ruptured fibers exploding into a tiny, fleeting velvet flower. Almost instantly, a pair of calloused yet incredibly deft hands emerges from the frame. Swiftly and precisely, her fingertips twist the two severed heads and reattach them with a movement so deft, almost muscle memory, that the entire process is fluid and seamless, never interrupting the thundering rhythm of the machinery. The scene, tinged with warm tones and a nostalgic sepia texture, features a striking contrast of light and shadow, capturing the tense harmony between the immense power of industrial production and the exquisite craftsmanship of the individual workers of that era, creating a documentary atmosphere of focused intensity and vitality.", + "seed": 14090, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_1/index_2898_seed_14090_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19272772110998632, + "vlm_logprob": -0.19272772110998632, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.19272772110998632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5906785130500793 + ], + "opposite_logprob_tokens": [ + -0.8406785130500793 + ], + "logprob_reward": -0.5906785130500793, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5906785130500793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.408407598733902, + 0.030113112181425095, + 0.03146279975771904, + 0.026721186935901642, + 0.015277202241122723, + 0.07238110899925232, + 0.04699739068746567, + 0.21463270485401154, + 0.06434735655784607, + 0.08965956419706345 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.5906785130500793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160398468375206 + ], + "opposite_logprob_tokens": [ + -1.9103984832763672 + ], + "logprob_reward": -0.160398468375206, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160398468375206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4532153308391571, + 0.02723982371389866, + 0.08062233030796051, + 0.02577030286192894, + 0.03885931149125099, + 0.04277091845870018, + 0.07387441396713257, + 0.14494024217128754, + 0.07148473709821701, + 0.04122257977724075 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.160398468375206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020601341500878334 + ], + "opposite_logprob_tokens": [ + -3.895601272583008 + ], + "logprob_reward": -0.020601341500878334, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020601341500878334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7589173316955566, + 0.02551685832440853, + 0.010298392735421658, + 0.024175232276320457, + 0.012925103306770325, + 0.03170636296272278, + 0.03131301328539848, + 0.05368014797568321, + 0.036701612174510956, + 0.014765946194529533 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.020601341500878334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900078594684601 + ], + "opposite_logprob_tokens": [ + -2.57900071144104 + ], + "logprob_reward": -0.07900078594684601, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900078594684601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6367177963256836, + 0.008745122700929642, + 0.01796262152493, + 0.02842675894498825, + 0.020904364064335823, + 0.02680029533803463, + 0.15959754586219788, + 0.07908695936203003, + 0.008124079555273056, + 0.013634512200951576 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.07900078594684601 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a 1950s-era cast-iron loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a smooth 360-degree rotation around the loom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a Chinese textile factory with rows of machines and high ceilings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show an extreme close-up of a wooden shuttle weaving through white warp and weft yarns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are calloused hands shown reattaching a snapped cotton thread in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295949667692184 + ], + "opposite_logprob_tokens": [ + -2.237959384918213 + ], + "logprob_reward": -0.11295949667692184, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295949667692184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25446373224258423, + 0.043110933154821396, + 0.07232087850570679, + 0.038336269557476044, + 0.13224264979362488, + 0.12526628375053406, + 0.10975050926208496, + 0.14415310323238373, + 0.03614043444395065, + 0.04421516880393028 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.11295949667692184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_tensor([3574, 3574])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_tensor([3574, 3574])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..04b12bc02545b3c4a3f900f297b8f281e7992746 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_tensor([3574, 3574])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, extreme close-up captures a thin paper receipt as it is suddenly caught and lifted by a powerful updraft from a subway ventilation grille. The receipt, a fragile rectangle of faded off-white paper, deeply creased and wrinkled, begins to flutter erratically in the air, its surface a blur of faded ink. The camera remains steady, emphasizing the receipt's chaotic dance as it swirls, dips, and soars unpredictably above the gritty, dark, stained concrete of a city sidewalk. The background is a shallow-focus composition of urban decay: the heavy, black cast-iron slats of the ventilation grille, and scattered debris, including dust, dry leaves, and a crushed, forgotten paper cup. The scene is bathed in the cool, dim light of an overcast day, which filters through the overpass, casting soft shadows and creating a somber, melancholic atmosphere that finds a strange, fleeting beauty in this momentary, weightless ballet of forgotten objects.", + "seed": 21156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_3574_seed_21156_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05214120703749359, + "vlm_logprob": -0.05214120703749359, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05214120703749359, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02177077904343605 + ], + "opposite_logprob_tokens": [ + -3.896770715713501 + ], + "logprob_reward": -0.02177077904343605, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02177077904343605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08114536851644516, + 0.04427419602870941, + 0.26598045229911804, + 0.1506829410791397, + 0.04756111279129982, + 0.2877792716026306, + 0.029075682163238525, + 0.014331012032926083, + 0.059816889464855194, + 0.019353048875927925 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.02177077904343605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005227357149124 + ], + "opposite_logprob_tokens": [ + -2.6950523853302 + ], + "logprob_reward": -0.07005227357149124, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005227357149124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033536676317453384, + 0.04115838557481766, + 0.23199236392974854, + 0.1947585493326187, + 0.04063807427883148, + 0.298740029335022, + 0.04804364591836929, + 0.02091308683156967, + 0.07682326436042786, + 0.013395960442721844 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.07005227357149124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817591419443488 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.002817591419443488, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817591419443488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09117471426725388, + 0.04298775643110275, + 0.10916583240032196, + 0.1151803731918335, + 0.04024774208664894, + 0.2527823746204376, + 0.0625782310962677, + 0.1283780038356781, + 0.04023415595293045, + 0.11727083474397659 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.002817591419443488 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299138993024826 + ], + "opposite_logprob_tokens": [ + -3.773299217224121 + ], + "logprob_reward": -0.023299138993024826, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299138993024826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09714680910110474, + 0.07903309166431427, + 0.05707678571343422, + 0.13098736107349396, + 0.05234423279762268, + 0.1959543079137802, + 0.08035667985677719, + 0.06756629794836044, + 0.06639350205659866, + 0.17314095795154572 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.023299138993024826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276625216007233 + ], + "opposite_logprob_tokens": [ + -2.017766237258911 + ], + "logprob_reward": -0.14276625216007233, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276625216007233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03721439838409424, + 0.07598704099655151, + 0.10624048858880997, + 0.3787250518798828, + 0.0762559026479721, + 0.1856500804424286, + 0.022692836821079254, + 0.017687661573290825, + 0.05486278980970383, + 0.04468373581767082 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.14276625216007233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a thin paper receipt as it is suddenly caught and lifted by a powerful updraft from a subway ventilation grille. The receipt, a fragile rectangle of faded off-white paper, deeply creased and wrinkled, begins to flutter erratically in the air, its surface a blur of faded ink. The camera remains steady, emphasizing the receipt's chaotic dance as it swirls, dips, and soars unpredictably above the gritty, dark, stained concrete of a city sidewalk. The background is a shallow-focus composition of urban decay: the heavy, black cast-iron slats of the ventilation grille, and scattered debris, including dust, dry leaves, and a crushed, forgotten paper cup. The scene is bathed in the cool, dim light of an overcast day, which filters through the overpass, casting soft shadows and creating a somber, melancholic atmosphere that finds a strange, fleeting beauty in this momentary, weightless ballet of forgotten objects.", + "seed": 21157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_3574_seed_21157_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1487830623984337, + "vlm_logprob": -0.1487830623984337, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.1487830623984337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043494924902915955 + ], + "opposite_logprob_tokens": [ + -3.168494939804077 + ], + "logprob_reward": -0.043494924902915955, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043494924902915955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2918088436126709, + 0.05840954929590225, + 0.0897974744439125, + 0.10166222602128983, + 0.0867437943816185, + 0.05288036912679672, + 0.0646871030330658, + 0.0861549973487854, + 0.11567926406860352, + 0.05217641219496727 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.043494924902915955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372161462903023 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372161462903023, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372161462903023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28466638922691345, + 0.05622049421072006, + 0.14443889260292053, + 0.08543777465820312, + 0.04271449148654938, + 0.0972566306591034, + 0.03970535844564438, + 0.07293178886175156, + 0.15791939198970795, + 0.018708886578679085 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.03372161462903023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094313830137253 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094313830137253, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094313830137253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21947596967220306, + 0.02746780402958393, + 0.14994491636753082, + 0.10413719713687897, + 0.029031388461589813, + 0.06125200539827347, + 0.12146122753620148, + 0.03302036598324776, + 0.22919796407222748, + 0.02501111477613449 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.004094313830137253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817529022693634 + ], + "opposite_logprob_tokens": [ + -3.529817581176758 + ], + "logprob_reward": -0.029817529022693634, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817529022693634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29269784688949585, + 0.037699297070503235, + 0.0780370756983757, + 0.0714748352766037, + 0.04415793716907501, + 0.07931558042764664, + 0.07687211781740189, + 0.028925707563757896, + 0.1900828778743744, + 0.10073673725128174 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.029817529022693634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327869296073914 + ], + "opposite_logprob_tokens": [ + -0.7577869296073914 + ], + "logprob_reward": -0.6327869296073914, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327869296073914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24501527845859528, + 0.051372017711400986, + 0.06239304319024086, + 0.22840069234371185, + 0.05458209291100502, + 0.05369221791625023, + 0.0402255579829216, + 0.0823940709233284, + 0.042214103043079376, + 0.13971099257469177 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.6327869296073914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a thin paper receipt as it is suddenly caught and lifted by a powerful updraft from a subway ventilation grille. The receipt, a fragile rectangle of faded off-white paper, deeply creased and wrinkled, begins to flutter erratically in the air, its surface a blur of faded ink. The camera remains steady, emphasizing the receipt's chaotic dance as it swirls, dips, and soars unpredictably above the gritty, dark, stained concrete of a city sidewalk. The background is a shallow-focus composition of urban decay: the heavy, black cast-iron slats of the ventilation grille, and scattered debris, including dust, dry leaves, and a crushed, forgotten paper cup. The scene is bathed in the cool, dim light of an overcast day, which filters through the overpass, casting soft shadows and creating a somber, melancholic atmosphere that finds a strange, fleeting beauty in this momentary, weightless ballet of forgotten objects.", + "seed": 21158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_3574_seed_21158_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24699530936777592, + "vlm_logprob": -0.24699530936777592, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.24699530936777592, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013184744864702225 + ], + "opposite_logprob_tokens": [ + -4.388184547424316 + ], + "logprob_reward": -0.013184744864702225, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013184744864702225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11356953531503677, + 0.03324256092309952, + 0.039392419159412384, + 0.09951301664113998, + 0.013182715512812138, + 0.019192524254322052, + 0.014996130019426346, + 0.622588574886322, + 0.030689874663949013, + 0.013632542453706264 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.013184744864702225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311134427785873 + ], + "opposite_logprob_tokens": [ + -3.773311138153076 + ], + "logprob_reward": -0.023311134427785873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311134427785873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0834144577383995, + 0.05022973194718361, + 0.027715565636754036, + 0.03310801088809967, + 0.021594518795609474, + 0.04183625802397728, + 0.04253961145877838, + 0.6565525531768799, + 0.01636303775012493, + 0.026646273210644722 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.023311134427785873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294245824217796 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294245824217796, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294245824217796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07486718893051147, + 0.016847828403115273, + 0.030103901401162148, + 0.10916402190923691, + 0.03967725485563278, + 0.024084674194455147, + 0.013816505670547485, + 0.6705467104911804, + 0.008454504422843456, + 0.012437408789992332 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.023294245824217796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813746199011803 + ], + "opposite_logprob_tokens": [ + -3.288137435913086 + ], + "logprob_reward": -0.03813746199011803, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813746199011803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06679694354534149, + 0.023525331169366837, + 0.033149268478155136, + 0.04248300939798355, + 0.01570907048881054, + 0.01950662024319172, + 0.01635836623609066, + 0.7586133480072021, + 0.01051864679902792, + 0.013339413329958916 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03813746199011803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370489597320557 + ], + "opposite_logprob_tokens": [ + -0.38704895973205566 + ], + "logprob_reward": -1.1370489597320557, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370489597320557, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.043430645018815994, + 0.041360966861248016, + 0.03795817866921425, + 0.05007188022136688, + 0.05584642291069031, + 0.023398736491799355, + 0.05847641080617905, + 0.6212574243545532, + 0.01767817512154579, + 0.050521139055490494 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -1.1370489597320557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a thin paper receipt as it is suddenly caught and lifted by a powerful updraft from a subway ventilation grille. The receipt, a fragile rectangle of faded off-white paper, deeply creased and wrinkled, begins to flutter erratically in the air, its surface a blur of faded ink. The camera remains steady, emphasizing the receipt's chaotic dance as it swirls, dips, and soars unpredictably above the gritty, dark, stained concrete of a city sidewalk. The background is a shallow-focus composition of urban decay: the heavy, black cast-iron slats of the ventilation grille, and scattered debris, including dust, dry leaves, and a crushed, forgotten paper cup. The scene is bathed in the cool, dim light of an overcast day, which filters through the overpass, casting soft shadows and creating a somber, melancholic atmosphere that finds a strange, fleeting beauty in this momentary, weightless ballet of forgotten objects.", + "seed": 21159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_10/index_3574_seed_21159_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07007649431470782, + "vlm_logprob": -0.07007649431470782, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.07007649431470782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008125345222651958 + ], + "opposite_logprob_tokens": [ + -4.883125305175781 + ], + "logprob_reward": -0.008125345222651958, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008125345222651958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23772861063480377, + 0.15423180162906647, + 0.04021495208144188, + 0.17235001921653748, + 0.040667857974767685, + 0.04740238934755325, + 0.07866678386926651, + 0.06587520986795425, + 0.07436706870794296, + 0.08849536627531052 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008125345222651958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747556384652853 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747556384652853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747556384652853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15374745428562164, + 0.07625991106033325, + 0.038577910512685776, + 0.07009810209274292, + 0.05261582136154175, + 0.2792690098285675, + 0.09642725437879562, + 0.14533643424510956, + 0.06577451527118683, + 0.02189357951283455 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.006747556384652853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015122179174795747 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015122179174795747, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015122179174795747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14798861742019653, + 0.10681316256523132, + 0.09626037627458572, + 0.17984755337238312, + 0.05457768589258194, + 0.0843164324760437, + 0.07652014493942261, + 0.12465215474367142, + 0.05462193861603737, + 0.07440192252397537 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0015122179174795747 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058546058833599 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.02058546058833599, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058546058833599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08217022567987442, + 0.06969179213047028, + 0.11048611253499985, + 0.4698842167854309, + 0.026409199461340904, + 0.028507638722658157, + 0.011826020665466785, + 0.0375194326043129, + 0.03983766585588455, + 0.12366773933172226 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.02058546058833599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thin, faded off-white paper receipt that is deeply creased and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the receipt caught and lifted by an updraft from a subway ventilation grille, fluttering erratically with a blurred surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gritty, dark, stained concrete sidewalk with black cast-iron slats and scattered debris like dust, dry leaves, and a crushed paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by cool, dim overcast light filtering through an overpass, casting soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static, low-angle extreme close-up that remains steady throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134118914604187 + ], + "opposite_logprob_tokens": [ + -1.3134119510650635 + ], + "logprob_reward": -0.3134118914604187, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134118914604187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24035869538784027, + 0.10668011754751205, + 0.10458611696958542, + 0.059721820056438446, + 0.054985273629426956, + 0.1907685548067093, + 0.062161918729543686, + 0.10768873989582062, + 0.03666017949581146, + 0.0363885760307312 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.3134118914604187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_tensor([9997, 9997])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_tensor([9997, 9997])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19a6675c55cb65347ca985b636a9c0d7e535aac5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_tensor([9997, 9997])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot moves rapidly with a soldier, keeping pace with his relentless pace through the desolate ruins of a city. The soldier has short, military-style hair, his face matted with dirt, his jaw set, his gaze fixed firmly forward. He wears a worn, grimy tactical uniform with a faded urban camouflage pattern, a heavy, pocketed combat vest strapped tightly to his torso, and worn, heavy-duty combat boots. A visible yellow-brown haze of pollution hangs in the air, and fine ash and dust particles drift in the dim light. In the background, the skeletons of bombed-out buildings and overturned, rusted vehicles line the rubble-strewn streets. He walks with determination, his boots crunching on rubble and broken glass, his body tense. As he moves, the camera introduces a subtle motion blur, causing the background to streak and the edges of his own body to soften, transforming his determined advance into a dynamic motion blur, conveying speed and unwavering determination against the desolate, oppressive atmosphere of the dead city.", + "seed": 3569, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_9997_seed_3569_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01523698759265244, + "vlm_logprob": -0.01523698759265244, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.01523698759265244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00825446005910635 + ], + "opposite_logprob_tokens": [ + -5.008254528045654 + ], + "logprob_reward": -0.00825446005910635, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00825446005910635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16496792435646057, + 0.16667897999286652, + 0.10365205258131027, + 0.0446176752448082, + 0.06766833364963531, + 0.10596504807472229, + 0.07764166593551636, + 0.06770021468400955, + 0.09280652552843094, + 0.10830152779817581 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00825446005910635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526067242026329 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.00526067242026329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526067242026329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16455255448818207, + 0.16642031073570251, + 0.048292387276887894, + 0.039105210453271866, + 0.09414790570735931, + 0.03627265617251396, + 0.03468434885144234, + 0.057917315512895584, + 0.16964496672153473, + 0.18896234035491943 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.00526067242026329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024846892338246107 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.0024846892338246107, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024846892338246107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15265722572803497, + 0.3570338487625122, + 0.04158253222703934, + 0.17525620758533478, + 0.04233327507972717, + 0.10468513518571854, + 0.03531334176659584, + 0.024959223344922066, + 0.021398762241005898, + 0.04478050395846367 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0024846892338246107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25989437103271484, + 0.09145047515630722, + 0.10903379321098328, + 0.10063053667545319, + 0.06519857048988342, + 0.09150953590869904, + 0.08647606521844864, + 0.04980338737368584, + 0.0450793132185936, + 0.10092397779226303 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054935116320848465 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.054935116320848465, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054935116320848465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14891298115253448, + 0.2869148850440979, + 0.06545889377593994, + 0.057225551456213, + 0.05695727467536926, + 0.055914439260959625, + 0.14771953225135803, + 0.036698903888463974, + 0.07251747697591782, + 0.07168006151914597 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.054935116320848465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves rapidly with a soldier, keeping pace with his relentless pace through the desolate ruins of a city. The soldier has short, military-style hair, his face matted with dirt, his jaw set, his gaze fixed firmly forward. He wears a worn, grimy tactical uniform with a faded urban camouflage pattern, a heavy, pocketed combat vest strapped tightly to his torso, and worn, heavy-duty combat boots. A visible yellow-brown haze of pollution hangs in the air, and fine ash and dust particles drift in the dim light. In the background, the skeletons of bombed-out buildings and overturned, rusted vehicles line the rubble-strewn streets. He walks with determination, his boots crunching on rubble and broken glass, his body tense. As he moves, the camera introduces a subtle motion blur, causing the background to streak and the edges of his own body to soften, transforming his determined advance into a dynamic motion blur, conveying speed and unwavering determination against the desolate, oppressive atmosphere of the dead city.", + "seed": 3570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_9997_seed_3570_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017178650107234718, + "vlm_logprob": -0.017178650107234718, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.017178650107234718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02411428652703762 + ], + "opposite_logprob_tokens": [ + -3.7741143703460693 + ], + "logprob_reward": -0.02411428652703762, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02411428652703762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.360764741897583, + 0.05976339429616928, + 0.10271687805652618, + 0.05785006657242775, + 0.06782661378383636, + 0.08498245477676392, + 0.04890773817896843, + 0.07933611422777176, + 0.050438493490219116, + 0.0874134972691536 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02411428652703762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650331757962704 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650331757962704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650331757962704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22536048293113708, + 0.11421601474285126, + 0.12305183708667755, + 0.0700540766119957, + 0.09988066554069519, + 0.05173158273100853, + 0.0658913180232048, + 0.08146395534276962, + 0.07385261356830597, + 0.09449751675128937 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008650331757962704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2731175720691681, + 0.10268978029489517, + 0.10870926827192307, + 0.0490625835955143, + 0.07555321604013443, + 0.06248807907104492, + 0.0630703791975975, + 0.10570131987333298, + 0.0742625966668129, + 0.08534525334835052 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29999881982803345, + 0.09492984414100647, + 0.08333785086870193, + 0.03391122445464134, + 0.14170493185520172, + 0.10275796055793762, + 0.06558030098676682, + 0.04727170616388321, + 0.08648862689733505, + 0.044018760323524475 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005253201816231012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809225186705589 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809225186705589, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809225186705589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37763920426368713, + 0.09544709324836731, + 0.062314651906490326, + 0.053080327808856964, + 0.07187891751527786, + 0.07675337046384811, + 0.07685650885105133, + 0.04962645471096039, + 0.09042913466691971, + 0.045974329113960266 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03809225186705589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves rapidly with a soldier, keeping pace with his relentless pace through the desolate ruins of a city. The soldier has short, military-style hair, his face matted with dirt, his jaw set, his gaze fixed firmly forward. He wears a worn, grimy tactical uniform with a faded urban camouflage pattern, a heavy, pocketed combat vest strapped tightly to his torso, and worn, heavy-duty combat boots. A visible yellow-brown haze of pollution hangs in the air, and fine ash and dust particles drift in the dim light. In the background, the skeletons of bombed-out buildings and overturned, rusted vehicles line the rubble-strewn streets. He walks with determination, his boots crunching on rubble and broken glass, his body tense. As he moves, the camera introduces a subtle motion blur, causing the background to streak and the edges of his own body to soften, transforming his determined advance into a dynamic motion blur, conveying speed and unwavering determination against the desolate, oppressive atmosphere of the dead city.", + "seed": 3571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_9997_seed_3571_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019309790898114444, + "vlm_logprob": -0.019309790898114444, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.019309790898114444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02176564745604992 + ], + "opposite_logprob_tokens": [ + -3.89676570892334 + ], + "logprob_reward": -0.02176564745604992, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02176564745604992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.309574693441391, + 0.054124366492033005, + 0.045388009399175644, + 0.0345296785235405, + 0.056269723922014236, + 0.08600324392318726, + 0.12202876061201096, + 0.02536003664135933, + 0.23532457649707794, + 0.03139690309762955 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.02176564745604992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402202993631363, + 0.07021379470825195, + 0.06857867538928986, + 0.04445656016469002, + 0.08667229861021042, + 0.04474727809429169, + 0.08757006376981735, + 0.04459570348262787, + 0.31746116280555725, + 0.0954841673374176 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945141427218914 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945141427218914, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945141427218914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.324618935585022, + 0.19141043722629547, + 0.061371006071567535, + 0.04318734258413315, + 0.056188344955444336, + 0.05779516324400902, + 0.1152634471654892, + 0.02946379967033863, + 0.09235215932130814, + 0.028349347412586212 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005945141427218914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667442262172699, + 0.06886905431747437, + 0.06854285299777985, + 0.030213885009288788, + 0.07579366117715836, + 0.04871863126754761, + 0.03471506014466286, + 0.15685711801052094, + 0.17539390921592712, + 0.07415157556533813 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493759736418724 + ], + "opposite_logprob_tokens": [ + -2.9299376010894775 + ], + "logprob_reward": -0.05493759736418724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493759736418724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3159123659133911, + 0.1196865364909172, + 0.04766198620200157, + 0.03971870243549347, + 0.09418655186891556, + 0.04766922816634178, + 0.07943426817655563, + 0.15109416842460632, + 0.058567628264427185, + 0.046068571507930756 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05493759736418724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves rapidly with a soldier, keeping pace with his relentless pace through the desolate ruins of a city. The soldier has short, military-style hair, his face matted with dirt, his jaw set, his gaze fixed firmly forward. He wears a worn, grimy tactical uniform with a faded urban camouflage pattern, a heavy, pocketed combat vest strapped tightly to his torso, and worn, heavy-duty combat boots. A visible yellow-brown haze of pollution hangs in the air, and fine ash and dust particles drift in the dim light. In the background, the skeletons of bombed-out buildings and overturned, rusted vehicles line the rubble-strewn streets. He walks with determination, his boots crunching on rubble and broken glass, his body tense. As he moves, the camera introduces a subtle motion blur, causing the background to streak and the edges of his own body to soften, transforming his determined advance into a dynamic motion blur, conveying speed and unwavering determination against the desolate, oppressive atmosphere of the dead city.", + "seed": 3572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_11/index_9997_seed_3572_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010417160345241427, + "vlm_logprob": -0.010417160345241427, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.010417160345241427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008684721775352955 + ], + "opposite_logprob_tokens": [ + -5.0086846351623535 + ], + "logprob_reward": -0.008684721775352955, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008684721775352955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10487580299377441, + 0.040651723742485046, + 0.017929358407855034, + 0.06412091851234436, + 0.02905847877264023, + 0.10306979715824127, + 0.1137879490852356, + 0.08870815485715866, + 0.38048726320266724, + 0.057310551404953 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.008684721775352955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748503539711237 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748503539711237, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748503539711237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06748415529727936, + 0.06379931420087814, + 0.028429899364709854, + 0.08831542730331421, + 0.029664119705557823, + 0.06507973372936249, + 0.07500059902667999, + 0.07241199910640717, + 0.4594654440879822, + 0.05034935846924782 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.006748503539711237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009182051289826632 + ], + "opposite_logprob_tokens": [ + -7.000918388366699 + ], + "logprob_reward": -0.0009182051289826632, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009182051289826632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17137998342514038, + 0.11343035846948624, + 0.04837385192513466, + 0.02618681825697422, + 0.03710445761680603, + 0.06795939803123474, + 0.1498645693063736, + 0.20136752724647522, + 0.0874696746468544, + 0.09686336666345596 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0009182051289826632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09917464852333069, + 0.044035330414772034, + 0.025421036407351494, + 0.08843666315078735, + 0.024366723373532295, + 0.11351937055587769, + 0.14559727907180786, + 0.0638938844203949, + 0.3502044379711151, + 0.04535064473748207 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.0059472741559147835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soldier wearing a worn, grimy tactical uniform with faded urban camouflage and a heavy combat vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier's face matted with dirt, with short military-style hair and a determined expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting the desolate ruins of a city with skeletons of bombed-out buildings and overturned rusted vehicles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible yellow-brown haze of pollution with fine ash and dust particles drifting in the dim light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a low-angle tracking shot that moves rapidly with the soldier, introducing subtle motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297870971262455 + ], + "opposite_logprob_tokens": [ + -3.529787063598633 + ], + "logprob_reward": -0.0297870971262455, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297870971262455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07418949902057648, + 0.020922666415572166, + 0.03553455322980881, + 0.04779757559299469, + 0.026384897530078888, + 0.044839367270469666, + 0.0979410782456398, + 0.069818876683712, + 0.4861423075199127, + 0.09642914682626724 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.0297870971262455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_tensor([7613, 7613])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_tensor([7613, 7613])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0ff97f2f6c0543773251c8a166222d93c1f490c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_tensor([7613, 7613])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, smooth, and slow tracking shot slowly pans right, revealing the majestic Peles Castle, towering majestically amidst a fierce snowstorm. Its German Neo-Renaissance spires and intricate timbered facades are blanketed in a thick, untouched blanket of fresh snow, with glittering icicles dangling from the eaves. Dense, swirling snowflakes dance wildly in the air, creating a dynamic yet claustrophobic atmosphere. The faint warm light filtering through the castle windows hints at a warmth within, a stark contrast to the icy world outside. As the camera pans further, framing the castle entirely to the left of the frame, the precipitous Carpathian Mountains, partially obscured by the snow in the background, suddenly come into focus. In the distance, the flank of a peak suddenly explodes without warning, unleashing a massive avalanche. Like a roaring beast, a massive wave of snow and ice tumbles and roars down the mountainside with unstoppable force, stirring up a blanket of snow and fog that sweeps toward the valley. The entire scene is presented with the texture of an advertising blockbuster. The picture has extremely high clarity and dynamic range. The texture of every snowflake and every rock is clearly visible. In the cold blue and white tones, it perfectly captures the awe-inspiring beauty and destructive grandeur of the natural force, creating an epic tension and majestic momentum.", + "seed": 1167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_7613_seed_1167_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.44273384464904664, + "vlm_logprob": -0.44273384464904664, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.44273384464904664, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03070472553372383 + ], + "opposite_logprob_tokens": [ + -3.5307047367095947 + ], + "logprob_reward": -0.03070472553372383, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03070472553372383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11245066672563553, + 0.05972113832831383, + 0.1805877536535263, + 0.07157067954540253, + 0.14765310287475586, + 0.11066818982362747, + 0.14759132266044617, + 0.08570144325494766, + 0.05222862586379051, + 0.03182707726955414 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.03070472553372383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741517689079046 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741517689079046, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741517689079046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12717749178409576, + 0.16534370183944702, + 0.20516730844974518, + 0.13895659148693085, + 0.03649243339896202, + 0.03668278083205223, + 0.078250952064991, + 0.04731014370918274, + 0.06319889426231384, + 0.10141970217227936 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.006741517689079046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812929153442383 + ], + "opposite_logprob_tokens": [ + -1.4062929153442383 + ], + "logprob_reward": -0.2812929153442383, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812929153442383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25714215636253357, + 0.2663820683956146, + 0.04981589317321777, + 0.09051446616649628, + 0.060171470046043396, + 0.043364882469177246, + 0.08655620366334915, + 0.04052049294114113, + 0.026744604110717773, + 0.07878776639699936 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.2812929153442383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370680332183838 + ], + "opposite_logprob_tokens": [ + -0.3870680630207062 + ], + "logprob_reward": -1.1370680332183838, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370680332183838, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26321691274642944, + 0.05208715796470642, + 0.10388633608818054, + 0.3575979471206665, + 0.035553134977817535, + 0.075067438185215, + 0.048380520194768906, + 0.011182530783116817, + 0.021941950544714928, + 0.031086081638932228 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -1.1370680332183838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578620314598083 + ], + "opposite_logprob_tokens": [ + -0.6328620314598083 + ], + "logprob_reward": -0.7578620314598083, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578620314598083, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12507189810276031, + 0.08603024482727051, + 0.051405876874923706, + 0.11713491380214691, + 0.12601076066493988, + 0.21821625530719757, + 0.07051093131303787, + 0.03691035509109497, + 0.04500068351626396, + 0.12370817363262177 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.7578620314598083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + }, + { + "prompt": "low-angle, smooth, and slow tracking shot slowly pans right, revealing the majestic Peles Castle, towering majestically amidst a fierce snowstorm. Its German Neo-Renaissance spires and intricate timbered facades are blanketed in a thick, untouched blanket of fresh snow, with glittering icicles dangling from the eaves. Dense, swirling snowflakes dance wildly in the air, creating a dynamic yet claustrophobic atmosphere. The faint warm light filtering through the castle windows hints at a warmth within, a stark contrast to the icy world outside. As the camera pans further, framing the castle entirely to the left of the frame, the precipitous Carpathian Mountains, partially obscured by the snow in the background, suddenly come into focus. In the distance, the flank of a peak suddenly explodes without warning, unleashing a massive avalanche. Like a roaring beast, a massive wave of snow and ice tumbles and roars down the mountainside with unstoppable force, stirring up a blanket of snow and fog that sweeps toward the valley. The entire scene is presented with the texture of an advertising blockbuster. The picture has extremely high clarity and dynamic range. The texture of every snowflake and every rock is clearly visible. In the cold blue and white tones, it perfectly captures the awe-inspiring beauty and destructive grandeur of the natural force, creating an epic tension and majestic momentum.", + "seed": 1168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_7613_seed_1168_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3752047479152679, + "vlm_logprob": -0.3752047479152679, + "vlm_yes_no_margin": 1.949999952316284, + "vlm_token_credit": -0.3752047479152679, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018736988306045532 + ], + "opposite_logprob_tokens": [ + -4.018736839294434 + ], + "logprob_reward": -0.018736988306045532, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018736988306045532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10577505081892014, + 0.09934139251708984, + 0.24473290145397186, + 0.04339051991701126, + 0.21136371791362762, + 0.09684174507856369, + 0.04461762309074402, + 0.05574344843626022, + 0.06091256067156792, + 0.037281084805727005 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.018736988306045532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789198637008667 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009789198637008667, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789198637008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19909533858299255, + 0.09037163108587265, + 0.16884638369083405, + 0.0584702305495739, + 0.1102503091096878, + 0.1072523295879364, + 0.07043640315532684, + 0.06123897805809975, + 0.08501498401165009, + 0.04902343079447746 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.009789198637008667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798546016216278 + ], + "opposite_logprob_tokens": [ + -1.8048546314239502 + ], + "logprob_reward": -0.1798546016216278, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798546016216278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38268882036209106, + 0.10433471947908401, + 0.10234173387289047, + 0.05585441738367081, + 0.10853390395641327, + 0.04990781843662262, + 0.06309778243303299, + 0.03279444947838783, + 0.07708699256181717, + 0.023359404876828194 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1798546016216278 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742661714553833 + ], + "opposite_logprob_tokens": [ + -0.4742661714553833 + ], + "logprob_reward": -0.9742661714553833, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742661714553833, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24770000576972961, + 0.0788390040397644, + 0.04879695177078247, + 0.04037964344024658, + 0.06116706505417824, + 0.06360927224159241, + 0.06318741291761398, + 0.12185032665729523, + 0.1823498159646988, + 0.09212056547403336 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.9742661714553833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933767795562744 + ], + "opposite_logprob_tokens": [ + -0.6933767795562744 + ], + "logprob_reward": -0.6933767795562744, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933767795562744, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10097086429595947, + 0.0971190482378006, + 0.06350081413984299, + 0.05586324259638786, + 0.060924287885427475, + 0.28877538442611694, + 0.11064428091049194, + 0.07129425555467606, + 0.06480997055768967, + 0.08609781414270401 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.6933767795562744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + }, + { + "prompt": "low-angle, smooth, and slow tracking shot slowly pans right, revealing the majestic Peles Castle, towering majestically amidst a fierce snowstorm. Its German Neo-Renaissance spires and intricate timbered facades are blanketed in a thick, untouched blanket of fresh snow, with glittering icicles dangling from the eaves. Dense, swirling snowflakes dance wildly in the air, creating a dynamic yet claustrophobic atmosphere. The faint warm light filtering through the castle windows hints at a warmth within, a stark contrast to the icy world outside. As the camera pans further, framing the castle entirely to the left of the frame, the precipitous Carpathian Mountains, partially obscured by the snow in the background, suddenly come into focus. In the distance, the flank of a peak suddenly explodes without warning, unleashing a massive avalanche. Like a roaring beast, a massive wave of snow and ice tumbles and roars down the mountainside with unstoppable force, stirring up a blanket of snow and fog that sweeps toward the valley. The entire scene is presented with the texture of an advertising blockbuster. The picture has extremely high clarity and dynamic range. The texture of every snowflake and every rock is clearly visible. In the cold blue and white tones, it perfectly captures the awe-inspiring beauty and destructive grandeur of the natural force, creating an epic tension and majestic momentum.", + "seed": 1169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_7613_seed_1169_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3247370382770896, + "vlm_logprob": -0.3247370382770896, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.3247370382770896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.181248739361763 + ], + "opposite_logprob_tokens": [ + -1.8062487840652466 + ], + "logprob_reward": -0.181248739361763, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.181248739361763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27547353506088257, + 0.03924795985221863, + 0.03627178445458412, + 0.047244105488061905, + 0.17202046513557434, + 0.2358202040195465, + 0.014770242385566235, + 0.10179407149553299, + 0.014149517752230167, + 0.06320813298225403 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.181248739361763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552659027278423 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552659027278423, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552659027278423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721272975206375, + 0.04181135818362236, + 0.04871940612792969, + 0.06238648667931557, + 0.2577406167984009, + 0.30739083886146545, + 0.013258646242320538, + 0.018952403217554092, + 0.011755065061151981, + 0.1307724267244339 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.012552659027278423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986147105693817 + ], + "opposite_logprob_tokens": [ + -1.8048614263534546 + ], + "logprob_reward": -0.17986147105693817, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986147105693817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10647811740636826, + 0.07060017436742783, + 0.051732297986745834, + 0.053616270422935486, + 0.23812437057495117, + 0.14157265424728394, + 0.022746706381440163, + 0.2819613516330719, + 0.01082924846559763, + 0.022338829934597015 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.17986147105693817 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297312378883362 + ], + "opposite_logprob_tokens": [ + -2.237973213195801 + ], + "logprob_reward": -0.11297312378883362, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297312378883362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1401180475950241, + 0.07666810601949692, + 0.046641092747449875, + 0.06219036132097244, + 0.21759597957134247, + 0.17849284410476685, + 0.05915237218141556, + 0.12870296835899353, + 0.013042663224041462, + 0.07739559561014175 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.11297312378883362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370491981506348 + ], + "opposite_logprob_tokens": [ + -0.38704919815063477 + ], + "logprob_reward": -1.1370491981506348, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370491981506348, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1903340220451355, + 0.1270597279071808, + 0.050624579191207886, + 0.023340167477726936, + 0.07108574360609055, + 0.14311251044273376, + 0.024271532893180847, + 0.2794458568096161, + 0.03771820291876793, + 0.053007662296295166 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -1.1370491981506348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, smooth, and slow tracking shot slowly pans right, revealing the majestic Peles Castle, towering majestically amidst a fierce snowstorm. Its German Neo-Renaissance spires and intricate timbered facades are blanketed in a thick, untouched blanket of fresh snow, with glittering icicles dangling from the eaves. Dense, swirling snowflakes dance wildly in the air, creating a dynamic yet claustrophobic atmosphere. The faint warm light filtering through the castle windows hints at a warmth within, a stark contrast to the icy world outside. As the camera pans further, framing the castle entirely to the left of the frame, the precipitous Carpathian Mountains, partially obscured by the snow in the background, suddenly come into focus. In the distance, the flank of a peak suddenly explodes without warning, unleashing a massive avalanche. Like a roaring beast, a massive wave of snow and ice tumbles and roars down the mountainside with unstoppable force, stirring up a blanket of snow and fog that sweeps toward the valley. The entire scene is presented with the texture of an advertising blockbuster. The picture has extremely high clarity and dynamic range. The texture of every snowflake and every rock is clearly visible. In the cold blue and white tones, it perfectly captures the awe-inspiring beauty and destructive grandeur of the natural force, creating an epic tension and majestic momentum.", + "seed": 1170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_12/index_7613_seed_1170_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.42631240747869015, + "vlm_logprob": -0.42631240747869015, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.42631240747869015, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03059963509440422 + ], + "opposite_logprob_tokens": [ + -3.530599594116211 + ], + "logprob_reward": -0.03059963509440422, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03059963509440422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1500324159860611, + 0.13554254174232483, + 0.0665683001279831, + 0.09668511897325516, + 0.06599554419517517, + 0.09328567236661911, + 0.05851944908499718, + 0.10788928717374802, + 0.14216260612010956, + 0.08331911265850067 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03059963509440422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254265196621418 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.01254265196621418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254265196621418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24426515400409698, + 0.11534029245376587, + 0.05181866139173508, + 0.05735740810632706, + 0.046076856553554535, + 0.03755813091993332, + 0.09283893555402756, + 0.05404488742351532, + 0.21171966195106506, + 0.08898001909255981 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.01254265196621418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901906758546829 + ], + "opposite_logprob_tokens": [ + -2.4640190601348877 + ], + "logprob_reward": -0.08901906758546829, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901906758546829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15829795598983765, + 0.07065866887569427, + 0.10185598582029343, + 0.3239903748035431, + 0.19066831469535828, + 0.04123303294181824, + 0.04204613342881203, + 0.03015521727502346, + 0.016799161210656166, + 0.024295248091220856 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.08901906758546829 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904916793107986 + ], + "opposite_logprob_tokens": [ + -2.4640491008758545 + ], + "logprob_reward": -0.08904916793107986, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904916793107986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13591210544109344, + 0.11331726610660553, + 0.03516757860779762, + 0.1764674186706543, + 0.034558653831481934, + 0.04848061874508858, + 0.019839810207486153, + 0.07396510243415833, + 0.14273779094219208, + 0.21955366432666779 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.08904916793107986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject Peles Castle visible with German Neo-Renaissance spires and timbered facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the castle blanketed in thick, untouched fresh snow with glittering icicles on the eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle smooth tracking shot that pans right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a massive avalanche exploding from a Carpathian Mountain peak and tumbling down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final framing of the castle entirely to the left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103515148162842 + ], + "opposite_logprob_tokens": [ + -0.16035154461860657 + ], + "logprob_reward": -1.9103515148162842, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103515148162842, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15947005152702332, + 0.050780538469552994, + 0.04631348326802254, + 0.2135433852672577, + 0.06467697024345398, + 0.09064310044050217, + 0.02775343880057335, + 0.10997644066810608, + 0.07596468925476074, + 0.16087789833545685 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -1.9103515148162842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_tensor([9115, 9115])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_tensor([9115, 9115])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cf5a11acf771d8efd2bb78d1bc6d749a9ac66b13 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_tensor([9115, 9115])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, top-down, extreme close-up centers on a polished silver coin as it performs its final dance against a dark, rich mahogany tabletop. The scene is dramatically illuminated from directly above by a warm spotlight, creating a focused pool of light against a dark, blurred background. Initially, the coin is a mesmerizing, high-speed blur, spinning perfectly on its reedy edge, its metal surface catching the light with continuous, hypnotic flashes. As its momentum steadily and noticeably diminishes, the tight rotation begins to decay into a wider, more erratic oscillation. The coin's tilt becomes increasingly pronounced, causing the reflection of the overhead light to shatter and slide chaotically across the coin's surface. This erratic movement casts fleeting, elongated shadows that dance and stretch across the smooth, semi-gloss wood grain beneath. As the wobbling grows more intense, the sound of the metal edge hitting the tabletop grows louder, until finally, with one final, slow rotation, the coin collapses and lies flat in a definitive stillness, its relief details sharp and distinct in the unwavering light, creating a tense final moment of quiet resolution.", + "seed": 6872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_9115_seed_6872_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26418283954262733, + "vlm_logprob": -0.26418283954262733, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.26418283954262733, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2260578870773315 + ], + "opposite_logprob_tokens": [ + -0.35105788707733154 + ], + "logprob_reward": -1.2260578870773315, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2260578870773315, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29308846592903137, + 0.081889308989048, + 0.13050100207328796, + 0.05750232934951782, + 0.058703918009996414, + 0.1396307796239853, + 0.0673622414469719, + 0.09643719345331192, + 0.03344271332025528, + 0.04144207388162613 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.2260578870773315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984645590186119 + ], + "opposite_logprob_tokens": [ + -3.529846429824829 + ], + "logprob_reward": -0.02984645590186119, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984645590186119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2666477859020233, + 0.07367750257253647, + 0.1356767863035202, + 0.09459371864795685, + 0.1817672997713089, + 0.04742215573787689, + 0.02752157859504223, + 0.06625708937644958, + 0.03821069374680519, + 0.06822536885738373 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02984645590186119 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262807011604309 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005262807011604309, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262807011604309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07143715769052505, + 0.30620983242988586, + 0.18415263295173645, + 0.05733741074800491, + 0.08447394520044327, + 0.09853529930114746, + 0.04239686205983162, + 0.04228243604302406, + 0.07151499390602112, + 0.0416593961417675 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.005262807011604309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088181287050247 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088181287050247, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088181287050247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11342951655387878, + 0.2981720566749573, + 0.22025682032108307, + 0.05577433854341507, + 0.07735823094844818, + 0.08403969556093216, + 0.05561220645904541, + 0.01636398769915104, + 0.059196192771196365, + 0.019796891137957573 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.011088181287050247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865886643528938 + ], + "opposite_logprob_tokens": [ + -3.048658847808838 + ], + "logprob_reward": -0.04865886643528938, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865886643528938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05831945315003395, + 0.17332245409488678, + 0.35516953468322754, + 0.06876078248023987, + 0.07179505378007889, + 0.0373014397919178, + 0.0497189424932003, + 0.04620886221528053, + 0.1093759760260582, + 0.0300274845212698 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.04865886643528938 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up centers on a polished silver coin as it performs its final dance against a dark, rich mahogany tabletop. The scene is dramatically illuminated from directly above by a warm spotlight, creating a focused pool of light against a dark, blurred background. Initially, the coin is a mesmerizing, high-speed blur, spinning perfectly on its reedy edge, its metal surface catching the light with continuous, hypnotic flashes. As its momentum steadily and noticeably diminishes, the tight rotation begins to decay into a wider, more erratic oscillation. The coin's tilt becomes increasingly pronounced, causing the reflection of the overhead light to shatter and slide chaotically across the coin's surface. This erratic movement casts fleeting, elongated shadows that dance and stretch across the smooth, semi-gloss wood grain beneath. As the wobbling grows more intense, the sound of the metal edge hitting the tabletop grows louder, until finally, with one final, slow rotation, the coin collapses and lies flat in a definitive stillness, its relief details sharp and distinct in the unwavering light, creating a tense final moment of quiet resolution.", + "seed": 6873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_9115_seed_6873_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11275314097292721, + "vlm_logprob": -0.11275314097292721, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.11275314097292721, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32143428921699524 + ], + "opposite_logprob_tokens": [ + -1.3214342594146729 + ], + "logprob_reward": -0.32143428921699524, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32143428921699524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3238287568092346, + 0.043180689215660095, + 0.09726405888795853, + 0.16616220772266388, + 0.06168179214000702, + 0.10556107759475708, + 0.04776294156908989, + 0.034548450261354446, + 0.04917920008301735, + 0.070830799639225 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.32143428921699524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332615666091442 + ], + "opposite_logprob_tokens": [ + -3.7733261585235596 + ], + "logprob_reward": -0.02332615666091442, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332615666091442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19092074036598206, + 0.05996667593717575, + 0.08137214928865433, + 0.1087077409029007, + 0.10642452538013458, + 0.19388827681541443, + 0.08294010907411575, + 0.11598896235227585, + 0.021804148331284523, + 0.037986647337675095 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.02332615666091442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003203262807801366 + ], + "opposite_logprob_tokens": [ + -5.753203392028809 + ], + "logprob_reward": -0.003203262807801366, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003203262807801366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3453748822212219, + 0.06372790038585663, + 0.1545875370502472, + 0.16514120995998383, + 0.07383931428194046, + 0.06058867275714874, + 0.03836911916732788, + 0.024039002135396004, + 0.033488672226667404, + 0.04084368422627449 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.003203262807801366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207405038177967 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207405038177967, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207405038177967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045459095388650894, + 0.07667012512683868, + 0.12966102361679077, + 0.05844093859195709, + 0.12701928615570068, + 0.09069636464118958, + 0.1037290096282959, + 0.14084197580814362, + 0.14288429915905, + 0.08459785580635071 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.014207405038177967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159459114074707 + ], + "opposite_logprob_tokens": [ + -1.701594591140747 + ], + "logprob_reward": -0.20159459114074707, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159459114074707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18208037316799164, + 0.12379543483257294, + 0.21985389292240143, + 0.029981862753629684, + 0.06703424453735352, + 0.06425202637910843, + 0.03154216706752777, + 0.04977327585220337, + 0.12123285233974457, + 0.11045385897159576 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.20159459114074707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up centers on a polished silver coin as it performs its final dance against a dark, rich mahogany tabletop. The scene is dramatically illuminated from directly above by a warm spotlight, creating a focused pool of light against a dark, blurred background. Initially, the coin is a mesmerizing, high-speed blur, spinning perfectly on its reedy edge, its metal surface catching the light with continuous, hypnotic flashes. As its momentum steadily and noticeably diminishes, the tight rotation begins to decay into a wider, more erratic oscillation. The coin's tilt becomes increasingly pronounced, causing the reflection of the overhead light to shatter and slide chaotically across the coin's surface. This erratic movement casts fleeting, elongated shadows that dance and stretch across the smooth, semi-gloss wood grain beneath. As the wobbling grows more intense, the sound of the metal edge hitting the tabletop grows louder, until finally, with one final, slow rotation, the coin collapses and lies flat in a definitive stillness, its relief details sharp and distinct in the unwavering light, creating a tense final moment of quiet resolution.", + "seed": 6874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_9115_seed_6874_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23587616244331003, + "vlm_logprob": -0.23587616244331003, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.23587616244331003, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0577716827392578 + ], + "opposite_logprob_tokens": [ + -0.4327716529369354 + ], + "logprob_reward": -1.0577716827392578, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0577716827392578, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12328508496284485, + 0.1036502867937088, + 0.3428088128566742, + 0.07807557284832001, + 0.1004604622721672, + 0.09049774706363678, + 0.0577690526843071, + 0.04543216526508331, + 0.033505529165267944, + 0.024515273049473763 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -1.0577716827392578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033746737986803055 + ], + "opposite_logprob_tokens": [ + -3.4087467193603516 + ], + "logprob_reward": -0.033746737986803055, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033746737986803055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06286381185054779, + 0.22242309153079987, + 0.3771974444389343, + 0.10572695732116699, + 0.04553484916687012, + 0.08134905993938446, + 0.035909585654735565, + 0.039790473878383636, + 0.01587093248963356, + 0.013333790935575962 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.033746737986803055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746016908437014 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006746016908437014, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746016908437014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09228233993053436, + 0.057290222495794296, + 0.15048722922801971, + 0.06523250788450241, + 0.0490301214158535, + 0.48593226075172424, + 0.032500043511390686, + 0.029083475470542908, + 0.02351301722228527, + 0.01464875228703022 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.006746016908437014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1068926453590393, + 0.09806405007839203, + 0.15903030335903168, + 0.07861365377902985, + 0.06036445498466492, + 0.036796778440475464, + 0.1375248283147812, + 0.2549886703491211, + 0.042670805007219315, + 0.025053784251213074 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002948969602585 + ], + "opposite_logprob_tokens": [ + -2.6950294971466064 + ], + "logprob_reward": -0.07002948969602585, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002948969602585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15881061553955078, + 0.0494970828294754, + 0.23390710353851318, + 0.039038918912410736, + 0.055295128375291824, + 0.06651657819747925, + 0.1175503358244896, + 0.12763668596744537, + 0.051887813955545425, + 0.09985973685979843 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.07002948969602585 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down, extreme close-up centers on a polished silver coin as it performs its final dance against a dark, rich mahogany tabletop. The scene is dramatically illuminated from directly above by a warm spotlight, creating a focused pool of light against a dark, blurred background. Initially, the coin is a mesmerizing, high-speed blur, spinning perfectly on its reedy edge, its metal surface catching the light with continuous, hypnotic flashes. As its momentum steadily and noticeably diminishes, the tight rotation begins to decay into a wider, more erratic oscillation. The coin's tilt becomes increasingly pronounced, causing the reflection of the overhead light to shatter and slide chaotically across the coin's surface. This erratic movement casts fleeting, elongated shadows that dance and stretch across the smooth, semi-gloss wood grain beneath. As the wobbling grows more intense, the sound of the metal edge hitting the tabletop grows louder, until finally, with one final, slow rotation, the coin collapses and lies flat in a definitive stillness, its relief details sharp and distinct in the unwavering light, creating a tense final moment of quiet resolution.", + "seed": 6875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_13/index_9115_seed_6875_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17108787763863803, + "vlm_logprob": -0.17108787763863803, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.17108787763863803, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5802598595619202 + ], + "opposite_logprob_tokens": [ + -0.8302598595619202 + ], + "logprob_reward": -0.5802598595619202, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5802598595619202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24205267429351807, + 0.030420387163758278, + 0.4789322316646576, + 0.050495561212301254, + 0.019003279507160187, + 0.007898354902863503, + 0.043254099786281586, + 0.03373728692531586, + 0.07062408328056335, + 0.023581964895129204 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.5802598595619202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269092041999102 + ], + "opposite_logprob_tokens": [ + -5.2552690505981445 + ], + "logprob_reward": -0.005269092041999102, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269092041999102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25656723976135254, + 0.06179836764931679, + 0.11204084753990173, + 0.08337198942899704, + 0.045592863112688065, + 0.0210465956479311, + 0.06773858517408371, + 0.08173307031393051, + 0.17918117344379425, + 0.09092924743890762 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.005269092041999102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258538294583559 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258538294583559, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258538294583559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2715892195701599, + 0.023188872262835503, + 0.3013684153556824, + 0.047198306769132614, + 0.04537840932607651, + 0.013996186666190624, + 0.12275058776140213, + 0.03122047893702984, + 0.05499422922730446, + 0.08831527829170227 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.005258538294583559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11775322258472443, + 0.02611466869711876, + 0.11211446672677994, + 0.0314917154610157, + 0.022627970203757286, + 0.014903327450156212, + 0.045034538954496384, + 0.24973751604557037, + 0.3555833101272583, + 0.024639273062348366 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.01254606619477272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, top-down extreme close-up of a polished silver coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin spinning on its edge against a dark, rich mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm spotlight from directly above creating a focused pool of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin's motion transition from a high-speed blur to a wobbling oscillation before collapsing flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final frame show the coin lying flat with sharp, distinct relief details in unwavering light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210583209991455 + ], + "opposite_logprob_tokens": [ + -1.5021058320999146 + ], + "logprob_reward": -0.25210583209991455, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210583209991455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06510188430547714, + 0.023137131705880165, + 0.1450236439704895, + 0.0466708242893219, + 0.048691023141145706, + 0.025579331442713737, + 0.16525736451148987, + 0.18166418373584747, + 0.21680670976638794, + 0.08206790685653687 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.25210583209991455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_tensor([9601, 9601])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_tensor([9601, 9601])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ff05ed59babdbe72f7b4f017660710de625bae88 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_tensor([9601, 9601])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot with a shallow depth of field slowly zooms in on a hairy-faced Monkey King, brimming with primal power. His massive frame is covered in coarse, dark brown and gray hair. His tanned skin gleams with sweat in the slanting afternoon sun, and his deep amber eyes exude undeniable authority and focus. Bare-chested, his muscular body reveals rock-hard lines, and worn leather cuffs adorn his wrists. He grips a massive, rugged battle axe in both hands—the blade a dull cast iron, the handle a twisted piece of wood bound by a leather cord. Behind him, the ancient, tranquil forest fades into a soft patch of green and brown. The Monkey King raises the axe high above his head, his back muscles tensing in a perfect arc. With a low roar, he brings the axe down with a thunderous force. The axe blade chopped the center of the log on a huge tree stump in front of him accurately and fiercely. With a crisp crack, countless wood chips and splinters exploded instantly, splashing like raindrops in the golden sunlight. The whole picture was full of concentration, strength and wild beauty, presenting a movie-level ultra-high-definition texture.", + "seed": 11796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_9601_seed_11796_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12201053239405155, + "vlm_logprob": -0.12201053239405155, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.12201053239405155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006292293779551983 + ], + "opposite_logprob_tokens": [ + -5.506292343139648 + ], + "logprob_reward": -0.006292293779551983, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006292293779551983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09463788568973541, + 0.0888613611459732, + 0.17508722841739655, + 0.03880525380373001, + 0.0478619746863842, + 0.06775249540805817, + 0.05169440060853958, + 0.028719963505864143, + 0.3073490262031555, + 0.09923045337200165 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.006292293779551983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761390924453735 + ], + "opposite_logprob_tokens": [ + -0.8261390924453735 + ], + "logprob_reward": -0.5761390924453735, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761390924453735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04938456788659096, + 0.043471820652484894, + 0.05080743506550789, + 0.06979335099458694, + 0.01361864898353815, + 0.014543496072292328, + 0.009923695586621761, + 0.019460665062069893, + 0.7216132283210754, + 0.007383077405393124 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.5761390924453735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745543330907822 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745543330907822, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745543330907822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043415945023298264, + 0.024139707908034325, + 0.2596849799156189, + 0.014659488573670387, + 0.012916565872728825, + 0.020997347310185432, + 0.023860221728682518, + 0.03074587695300579, + 0.5453343391418457, + 0.02424555830657482 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.006745543330907822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108440849930048 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.01108440849930048, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108440849930048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026764104142785072, + 0.017530472949147224, + 0.27493733167648315, + 0.01941615529358387, + 0.07286959886550903, + 0.055397212505340576, + 0.0871880054473877, + 0.026847919449210167, + 0.3887588083744049, + 0.0302903912961483 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.01108440849930048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03243972733616829, + 0.034500207751989365, + 0.07199639827013016, + 0.03350236266851425, + 0.21174979209899902, + 0.03280644863843918, + 0.0915694534778595, + 0.017889659851789474, + 0.388083815574646, + 0.08546218276023865 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.00979132391512394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a shallow depth of field slowly zooms in on a hairy-faced Monkey King, brimming with primal power. His massive frame is covered in coarse, dark brown and gray hair. His tanned skin gleams with sweat in the slanting afternoon sun, and his deep amber eyes exude undeniable authority and focus. Bare-chested, his muscular body reveals rock-hard lines, and worn leather cuffs adorn his wrists. He grips a massive, rugged battle axe in both hands—the blade a dull cast iron, the handle a twisted piece of wood bound by a leather cord. Behind him, the ancient, tranquil forest fades into a soft patch of green and brown. The Monkey King raises the axe high above his head, his back muscles tensing in a perfect arc. With a low roar, he brings the axe down with a thunderous force. The axe blade chopped the center of the log on a huge tree stump in front of him accurately and fiercely. With a crisp crack, countless wood chips and splinters exploded instantly, splashing like raindrops in the golden sunlight. The whole picture was full of concentration, strength and wild beauty, presenting a movie-level ultra-high-definition texture.", + "seed": 11797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_9601_seed_11797_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17393055688589812, + "vlm_logprob": -0.17393055688589812, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.17393055688589812, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01969192549586296 + ], + "opposite_logprob_tokens": [ + -4.0196919441223145 + ], + "logprob_reward": -0.01969192549586296, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01969192549586296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12711815536022186, + 0.1696719080209732, + 0.042715832591056824, + 0.11827345937490463, + 0.04996073991060257, + 0.09848493337631226, + 0.018881892785429955, + 0.16313739120960236, + 0.1538829654455185, + 0.05787275731563568 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.01969192549586296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261253833770752 + ], + "opposite_logprob_tokens": [ + -0.5761253833770752 + ], + "logprob_reward": -0.8261253833770752, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261253833770752, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14756327867507935, + 0.06733610481023788, + 0.13642628490924835, + 0.14095725119113922, + 0.042193517088890076, + 0.08296088129281998, + 0.08599824458360672, + 0.12467313557863235, + 0.14247681200504303, + 0.029414545744657516 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.8261253833770752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041038114577531815 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.0041038114577531815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041038114577531815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10393871366977692, + 0.05172968655824661, + 0.09558594971895218, + 0.22616258263587952, + 0.04443845525383949, + 0.04103223234415054, + 0.04509960487484932, + 0.12346602231264114, + 0.1851838231086731, + 0.08336296677589417 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.0041038114577531815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085941456258297 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011085941456258297, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085941456258297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07426044344902039, + 0.03165919706225395, + 0.08475205302238464, + 0.21529032289981842, + 0.08852846175432205, + 0.028304746374487877, + 0.09935659170150757, + 0.0859045684337616, + 0.08287467807531357, + 0.20906893908977509 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.011085941456258297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645722642540932 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645722642540932, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645722642540932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07288661599159241, + 0.03396352753043175, + 0.05222631245851517, + 0.14154084026813507, + 0.024117320775985718, + 0.04013080894947052, + 0.05049409344792366, + 0.1492787003517151, + 0.2546239495277405, + 0.18073785305023193 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.008645722642540932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a shallow depth of field slowly zooms in on a hairy-faced Monkey King, brimming with primal power. His massive frame is covered in coarse, dark brown and gray hair. His tanned skin gleams with sweat in the slanting afternoon sun, and his deep amber eyes exude undeniable authority and focus. Bare-chested, his muscular body reveals rock-hard lines, and worn leather cuffs adorn his wrists. He grips a massive, rugged battle axe in both hands—the blade a dull cast iron, the handle a twisted piece of wood bound by a leather cord. Behind him, the ancient, tranquil forest fades into a soft patch of green and brown. The Monkey King raises the axe high above his head, his back muscles tensing in a perfect arc. With a low roar, he brings the axe down with a thunderous force. The axe blade chopped the center of the log on a huge tree stump in front of him accurately and fiercely. With a crisp crack, countless wood chips and splinters exploded instantly, splashing like raindrops in the golden sunlight. The whole picture was full of concentration, strength and wild beauty, presenting a movie-level ultra-high-definition texture.", + "seed": 11798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_9601_seed_11798_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03859682087786496, + "vlm_logprob": -0.03859682087786496, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03859682087786496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016306711360812187 + ], + "opposite_logprob_tokens": [ + -4.5163068771362305 + ], + "logprob_reward": -0.016306711360812187, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.016306711360812187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532769352197647, + 0.1526939570903778, + 0.08688456565141678, + 0.0681002140045166, + 0.08161783963441849, + 0.030905162915587425, + 0.1274031102657318, + 0.06838985532522202, + 0.08510078489780426, + 0.14562757313251495 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016306711360812187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036881506443024 + ], + "opposite_logprob_tokens": [ + -1.910368800163269 + ], + "logprob_reward": -0.16036881506443024, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036881506443024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740045189857483, + 0.1374548077583313, + 0.07829756289720535, + 0.07574845105409622, + 0.17277728021144867, + 0.028458844870328903, + 0.01871589384973049, + 0.12611670792102814, + 0.04073500633239746, + 0.04769099876284599 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.16036881506443024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745661608874798 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745661608874798, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745661608874798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21599909663200378, + 0.09938927739858627, + 0.06024414300918579, + 0.04805774986743927, + 0.052817124873399734, + 0.03238363936543465, + 0.1624770313501358, + 0.07275094836950302, + 0.08183801919221878, + 0.17404291033744812 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.006745661608874798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09960131347179413, + 0.20227669179439545, + 0.02433292381465435, + 0.0927981585264206, + 0.020322218537330627, + 0.01687401533126831, + 0.0500364676117897, + 0.11175114661455154, + 0.07830969244241714, + 0.3036974370479584 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822227543219924 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822227543219924, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822227543219924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08585332334041595, + 0.12736569344997406, + 0.15259414911270142, + 0.052555784583091736, + 0.040395431220531464, + 0.09356357157230377, + 0.08127851784229279, + 0.05499168485403061, + 0.07693548500537872, + 0.2344663143157959 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.002822227543219924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot with a shallow depth of field slowly zooms in on a hairy-faced Monkey King, brimming with primal power. His massive frame is covered in coarse, dark brown and gray hair. His tanned skin gleams with sweat in the slanting afternoon sun, and his deep amber eyes exude undeniable authority and focus. Bare-chested, his muscular body reveals rock-hard lines, and worn leather cuffs adorn his wrists. He grips a massive, rugged battle axe in both hands—the blade a dull cast iron, the handle a twisted piece of wood bound by a leather cord. Behind him, the ancient, tranquil forest fades into a soft patch of green and brown. The Monkey King raises the axe high above his head, his back muscles tensing in a perfect arc. With a low roar, he brings the axe down with a thunderous force. The axe blade chopped the center of the log on a huge tree stump in front of him accurately and fiercely. With a crisp crack, countless wood chips and splinters exploded instantly, splashing like raindrops in the golden sunlight. The whole picture was full of concentration, strength and wild beauty, presenting a movie-level ultra-high-definition texture.", + "seed": 11799, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_14/index_9601_seed_11799_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2335273725911975, + "vlm_logprob": -0.2335273725911975, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.2335273725911975, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011460424400866032 + ], + "opposite_logprob_tokens": [ + -4.761460304260254 + ], + "logprob_reward": -0.011460424400866032, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011460424400866032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2445284128189087, + 0.16751255095005035, + 0.10114757716655731, + 0.0628325492143631, + 0.07627131044864655, + 0.19728247821331024, + 0.05054951459169388, + 0.027577342465519905, + 0.03961712494492531, + 0.03268110007047653 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.011460424400866032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053934931755066 + ], + "opposite_logprob_tokens": [ + -0.4289349615573883 + ], + "logprob_reward": -1.053934931755066, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053934931755066, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23676185309886932, + 0.14132699370384216, + 0.03852534666657448, + 0.09537830203771591, + 0.11031020432710648, + 0.036732662469148636, + 0.1153528019785881, + 0.1226155012845993, + 0.06198824569582939, + 0.04100803658366203 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -1.053934931755066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084320843219757 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.016084320843219757, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084320843219757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19907377660274506, + 0.108880914747715, + 0.21983110904693604, + 0.1824548840522766, + 0.04740400239825249, + 0.0503847636282444, + 0.04775439202785492, + 0.03139299526810646, + 0.06010761111974716, + 0.05271553248167038 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.016084320843219757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006805390119553 + ], + "opposite_logprob_tokens": [ + -2.695068120956421 + ], + "logprob_reward": -0.07006805390119553, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006805390119553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13067425787448883, + 0.10283029824495316, + 0.13183850049972534, + 0.08795147389173508, + 0.08225394785404205, + 0.07800247520208359, + 0.13143150508403778, + 0.05765308067202568, + 0.13529279828071594, + 0.062071722000837326 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.07006805390119553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the Monkey King?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King bare-chested with coarse dark brown and gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the Monkey King raise a massive battle axe and chop a log on a tree stump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wood chips and splinters explode from the log in the golden sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608913205564022 + ], + "opposite_logprob_tokens": [ + -4.141088962554932 + ], + "logprob_reward": -0.01608913205564022, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608913205564022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21351927518844604, + 0.05500251054763794, + 0.049161411821842194, + 0.04069379344582558, + 0.07038433104753494, + 0.03229222074151039, + 0.06809984892606735, + 0.09918653219938278, + 0.23111851513385773, + 0.14054162800312042 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01608913205564022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_tensor([9473, 9473])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_tensor([9473, 9473])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3763f72d9b628626b8c876e567e391a685d96a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_tensor([9473, 9473])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful first-person perspective shot, looking upward from an extremely low angle, trembles with the gentle vibrations of the ground, immersing the viewer completely. A breathtakingly majestic ancient Greek column, constructed of weathered gray marble, its classic vertical grooves sharply defined by the cool, diffuse light of a gloomy sky, its immense mass seemingly piercing the swirling clouds. Suddenly, spiderweb-like cracks begin to appear on the column's surface, spreading with astonishing speed. Then, the massive, intricately carved stone, torn apart by gravity, crashes to the ground with a dull thud and a cloud of white dust, some fragments narrowly missing the camera. As the outer stone crumbles, a startling and surreal scene is revealed: the column's interior is not solid, but a skeleton formed by spiraling coils of rusted steel reinforcement. The dark brown steel bars stand out against the grayish-white marble debris. The fragility of the ancient stone and the toughness of modern industrial steel bars form a strong visual contrast. The entire picture, rendered in cold colors, creates a surreal atmosphere that is grand, tragic, and full of doomsday, allowing the viewer to witness the collapse of this spectacle in awe and uneasiness.", + "seed": 4361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_9473_seed_4361_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.056496871262788774, + "vlm_logprob": -0.056496871262788774, + "vlm_yes_no_margin": 3.449999952316284, + "vlm_token_credit": -0.056496871262788774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03538050502538681 + ], + "opposite_logprob_tokens": [ + -3.4103806018829346 + ], + "logprob_reward": -0.03538050502538681, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03538050502538681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0645168274641037, + 0.1916610449552536, + 0.3228556513786316, + 0.05469275265932083, + 0.03703753277659416, + 0.07869434356689453, + 0.13742393255233765, + 0.04972009360790253, + 0.029128294438123703, + 0.03426962345838547 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.03538050502538681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989234626293182 + ], + "opposite_logprob_tokens": [ + -1.8048923015594482 + ], + "logprob_reward": -0.17989234626293182, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989234626293182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05650506913661957, + 0.062460098415613174, + 0.06579262018203735, + 0.05120408907532692, + 0.08935204893350601, + 0.05828433483839035, + 0.26576006412506104, + 0.14466248452663422, + 0.10418321192264557, + 0.10179600119590759 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.17989234626293182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307002201676369 + ], + "opposite_logprob_tokens": [ + -3.168070077896118 + ], + "logprob_reward": -0.04307002201676369, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307002201676369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2771838903427124, + 0.06454260647296906, + 0.04697529599070549, + 0.037173282355070114, + 0.05777652934193611, + 0.05529971048235893, + 0.08814450353384018, + 0.10735715925693512, + 0.1650095134973526, + 0.10053752362728119 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04307002201676369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194327130913734 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194327130913734, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018194327130913734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1781637966632843, + 0.06250091642141342, + 0.06726806610822678, + 0.03359074518084526, + 0.04941166937351227, + 0.11491073668003082, + 0.09369444102048874, + 0.15118993818759918, + 0.14167451858520508, + 0.10759513825178146 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018194327130913734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11383973062038422, + 0.04684671759605408, + 0.08099336922168732, + 0.03450706601142883, + 0.037611860781908035, + 0.09157808125019073, + 0.12700344622135162, + 0.1535782366991043, + 0.12375647574663162, + 0.19028499722480774 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.005947155877947807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful first-person perspective shot, looking upward from an extremely low angle, trembles with the gentle vibrations of the ground, immersing the viewer completely. A breathtakingly majestic ancient Greek column, constructed of weathered gray marble, its classic vertical grooves sharply defined by the cool, diffuse light of a gloomy sky, its immense mass seemingly piercing the swirling clouds. Suddenly, spiderweb-like cracks begin to appear on the column's surface, spreading with astonishing speed. Then, the massive, intricately carved stone, torn apart by gravity, crashes to the ground with a dull thud and a cloud of white dust, some fragments narrowly missing the camera. As the outer stone crumbles, a startling and surreal scene is revealed: the column's interior is not solid, but a skeleton formed by spiraling coils of rusted steel reinforcement. The dark brown steel bars stand out against the grayish-white marble debris. The fragility of the ancient stone and the toughness of modern industrial steel bars form a strong visual contrast. The entire picture, rendered in cold colors, creates a surreal atmosphere that is grand, tragic, and full of doomsday, allowing the viewer to witness the collapse of this spectacle in awe and uneasiness.", + "seed": 4362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_9473_seed_4362_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16136189103126525, + "vlm_logprob": -0.16136189103126525, + "vlm_yes_no_margin": 2.550000011920929, + "vlm_token_credit": -0.16136189103126525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012407379224896431 + ], + "opposite_logprob_tokens": [ + -4.512407302856445 + ], + "logprob_reward": -0.012407379224896431, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012407379224896431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316108524799347, + 0.12913765013217926, + 0.296059250831604, + 0.14650818705558777, + 0.023558709770441055, + 0.07261849194765091, + 0.03469088673591614, + 0.029408428817987442, + 0.03930598124861717, + 0.03555132821202278 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.012407379224896431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863966703414917 + ], + "opposite_logprob_tokens": [ + -1.223639726638794 + ], + "logprob_reward": -0.34863966703414917, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34863966703414917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3471260666847229, + 0.15660595893859863, + 0.16966280341148376, + 0.03611680865287781, + 0.055257443338632584, + 0.035094261169433594, + 0.03878891468048096, + 0.031159421429038048, + 0.05706122890114784, + 0.07312703877687454 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.34863966703414917 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897677272558212 + ], + "opposite_logprob_tokens": [ + -2.57897686958313 + ], + "logprob_reward": -0.07897677272558212, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897677272558212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050051093101501465, + 0.05250455066561699, + 0.1786014586687088, + 0.3119160830974579, + 0.028374383226037025, + 0.11624138802289963, + 0.02933412790298462, + 0.05169518291950226, + 0.08120843023061752, + 0.10007330030202866 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.07897677272558212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820029877126217 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.01820029877126217, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820029877126217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11813277751207352, + 0.09770066291093826, + 0.07778527587652206, + 0.1814461499452591, + 0.022608758881688118, + 0.03365098312497139, + 0.051166243851184845, + 0.10878054797649384, + 0.08993921428918839, + 0.21878941357135773 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01820029877126217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485853374004364 + ], + "opposite_logprob_tokens": [ + -1.2235853672027588 + ], + "logprob_reward": -0.3485853374004364, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485853374004364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19748595356941223, + 0.05109824612736702, + 0.07600370794534683, + 0.2111668735742569, + 0.037378374487161636, + 0.04240519180893898, + 0.05885809287428856, + 0.0769021138548851, + 0.08989951014518738, + 0.15880200266838074 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.3485853374004364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful first-person perspective shot, looking upward from an extremely low angle, trembles with the gentle vibrations of the ground, immersing the viewer completely. A breathtakingly majestic ancient Greek column, constructed of weathered gray marble, its classic vertical grooves sharply defined by the cool, diffuse light of a gloomy sky, its immense mass seemingly piercing the swirling clouds. Suddenly, spiderweb-like cracks begin to appear on the column's surface, spreading with astonishing speed. Then, the massive, intricately carved stone, torn apart by gravity, crashes to the ground with a dull thud and a cloud of white dust, some fragments narrowly missing the camera. As the outer stone crumbles, a startling and surreal scene is revealed: the column's interior is not solid, but a skeleton formed by spiraling coils of rusted steel reinforcement. The dark brown steel bars stand out against the grayish-white marble debris. The fragility of the ancient stone and the toughness of modern industrial steel bars form a strong visual contrast. The entire picture, rendered in cold colors, creates a surreal atmosphere that is grand, tragic, and full of doomsday, allowing the viewer to witness the collapse of this spectacle in awe and uneasiness.", + "seed": 4363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_9473_seed_4363_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20419324487447738, + "vlm_logprob": -0.20419324487447738, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.20419324487447738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049941811710596085 + ], + "opposite_logprob_tokens": [ + -3.0499417781829834 + ], + "logprob_reward": -0.049941811710596085, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049941811710596085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2123820036649704, + 0.24551691114902496, + 0.03969428688287735, + 0.15915408730506897, + 0.023634910583496094, + 0.05069446191191673, + 0.12041515856981277, + 0.05290303751826286, + 0.05041242390871048, + 0.04519271105527878 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.049941811710596085 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47429126501083374 + ], + "opposite_logprob_tokens": [ + -0.9742912650108337 + ], + "logprob_reward": -0.47429126501083374, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47429126501083374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17904900014400482, + 0.0924239307641983, + 0.06951583921909332, + 0.06265867501497269, + 0.02414744161069393, + 0.10959464311599731, + 0.13486947119235992, + 0.04568437114357948, + 0.12782445549964905, + 0.1542322337627411 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.47429126501083374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306933656334877 + ], + "opposite_logprob_tokens": [ + -3.168069362640381 + ], + "logprob_reward": -0.04306933656334877, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306933656334877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08135504275560379, + 0.11926300078630447, + 0.09414379298686981, + 0.0557449534535408, + 0.09285005927085876, + 0.10057617723941803, + 0.09627249091863632, + 0.05950034782290459, + 0.13260580599308014, + 0.16768833994865417 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.04306933656334877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521315813064575 + ], + "opposite_logprob_tokens": [ + -1.5021315813064575 + ], + "logprob_reward": -0.2521315813064575, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521315813064575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740112602710724, + 0.061581097543239594, + 0.04241861402988434, + 0.0354045070707798, + 0.05749167874455452, + 0.047925252467393875, + 0.11971938610076904, + 0.07441987097263336, + 0.1884775608778, + 0.19855079054832458 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.2521315813064575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153222978115082 + ], + "opposite_logprob_tokens": [ + -1.701532244682312 + ], + "logprob_reward": -0.20153222978115082, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153222978115082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09124206006526947, + 0.05761963501572609, + 0.030288897454738617, + 0.015023453161120415, + 0.0427008718252182, + 0.04704928770661354, + 0.16582199931144714, + 0.09305097907781601, + 0.2225542515516281, + 0.23464857041835785 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.20153222978115082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful first-person perspective shot, looking upward from an extremely low angle, trembles with the gentle vibrations of the ground, immersing the viewer completely. A breathtakingly majestic ancient Greek column, constructed of weathered gray marble, its classic vertical grooves sharply defined by the cool, diffuse light of a gloomy sky, its immense mass seemingly piercing the swirling clouds. Suddenly, spiderweb-like cracks begin to appear on the column's surface, spreading with astonishing speed. Then, the massive, intricately carved stone, torn apart by gravity, crashes to the ground with a dull thud and a cloud of white dust, some fragments narrowly missing the camera. As the outer stone crumbles, a startling and surreal scene is revealed: the column's interior is not solid, but a skeleton formed by spiraling coils of rusted steel reinforcement. The dark brown steel bars stand out against the grayish-white marble debris. The fragility of the ancient stone and the toughness of modern industrial steel bars form a strong visual contrast. The entire picture, rendered in cold colors, creates a surreal atmosphere that is grand, tragic, and full of doomsday, allowing the viewer to witness the collapse of this spectacle in awe and uneasiness.", + "seed": 4364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_15/index_9473_seed_4364_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05170146096497774, + "vlm_logprob": -0.05170146096497774, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05170146096497774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017398471012711525 + ], + "opposite_logprob_tokens": [ + -4.142398357391357 + ], + "logprob_reward": -0.017398471012711525, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017398471012711525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13262292742729187, + 0.046925123780965805, + 0.100054532289505, + 0.09963903576135635, + 0.074365995824337, + 0.26547709107398987, + 0.1602657437324524, + 0.05810997262597084, + 0.03498219698667526, + 0.02755742520093918 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.017398471012711525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295385658740997 + ], + "opposite_logprob_tokens": [ + -2.2379539012908936 + ], + "logprob_reward": -0.11295385658740997, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295385658740997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26088109612464905, + 0.042785752564668655, + 0.06650882959365845, + 0.04888366907835007, + 0.11705585569143295, + 0.1271357536315918, + 0.207484632730484, + 0.03455531224608421, + 0.034515488892793655, + 0.060193609446287155 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.11295385658740997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106709718704224 + ], + "opposite_logprob_tokens": [ + -3.288106679916382 + ], + "logprob_reward": -0.038106709718704224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106709718704224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19058957695960999, + 0.08452415466308594, + 0.055487267673015594, + 0.09362539649009705, + 0.04674006626009941, + 0.19840922951698303, + 0.11173844337463379, + 0.0576159730553627, + 0.07579626142978668, + 0.08547362685203552 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.038106709718704224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083937250077724 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011083937250077724, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083937250077724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233642116189003, + 0.03812461718916893, + 0.046975430101156235, + 0.09338108450174332, + 0.06269041448831558, + 0.05001479759812355, + 0.08808263391256332, + 0.06749501824378967, + 0.06596028059720993, + 0.25363364815711975 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.011083937250077724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot filmed from a first-person perspective looking upward from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera view trembling with gentle vibrations of the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the column appear to be made of weathered gray marble with classic vertical grooves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the column's interior reveal a skeleton formed by spiraling coils of rusted steel reinforcement after the stone crumbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature the column crashing to the ground with a cloud of white dust and fragments narrowly missing the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896433025598526 + ], + "opposite_logprob_tokens": [ + -2.5789642333984375 + ], + "logprob_reward": -0.07896433025598526, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896433025598526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1409395933151245, + 0.07308770716190338, + 0.06454969197511673, + 0.07341942191123962, + 0.07875446230173111, + 0.07160285860300064, + 0.14238609373569489, + 0.12663191556930542, + 0.09065770357847214, + 0.13797061145305634 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.07896433025598526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_tensor([7345, 7345])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_tensor([7345, 7345])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d11a0aec986b6e283a313bfb566a8b12fd05be1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_tensor([7345, 7345])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle medium shot captures a breathtaking time-lapse. A slender hand, its skin pale in the shadows of the environment, moves with frenetic, unnatural speed across the vast, floor-to-ceiling glass surface. Its index finger, blurred by its movement, swiftly and decisively traces complex mathematical formulas and intricate geometric shapes that ignite upon contact, leaving a trail of bright, electric blue light. The scene is set in a dimly lit, minimalist room, the only significant lighting coming from a glowing script, which casts a cool, pulsating light onto the hand and forearm, highlighting the subtle tension in the muscles. The backdrop behind the perfectly transparent glass is a deep, shadowy abyss, giving it the appearance of a floating cosmic blackboard. As time passes, the glass is meticulously and rapidly filled with a dense, overlapping network of glowing equations, integrals, and abstract symbols, creating a visually overwhelming tapestry of pure intelligence. The atmosphere is one of intense, focused genius, a visualization of a frantically yet beautiful mind at work, rendered in a high-contrast, futuristic aesthetic.", + "seed": 22268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_7345_seed_22268_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07465269919484854, + "vlm_logprob": -0.07465269919484854, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07465269919484854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1220008134841919 + ], + "opposite_logprob_tokens": [ + -2.3720006942749023 + ], + "logprob_reward": -0.1220008134841919, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1220008134841919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06538891792297363, + 0.17016343772411346, + 0.051034025847911835, + 0.02790326625108719, + 0.04022037982940674, + 0.2853633761405945, + 0.06098809838294983, + 0.0786527544260025, + 0.04576173424720764, + 0.17452406883239746 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.1220008134841919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638242021203041 + ], + "opposite_logprob_tokens": [ + -3.6513824462890625 + ], + "logprob_reward": -0.02638242021203041, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638242021203041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09950712323188782, + 0.13257120549678802, + 0.09238830208778381, + 0.06388846039772034, + 0.028134526684880257, + 0.0452345572412014, + 0.026636481285095215, + 0.250597208738327, + 0.11140953749418259, + 0.14963261783123016 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.02638242021203041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205635145306587 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205635145306587, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205635145306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359996199607849, + 0.07523693889379501, + 0.10038946568965912, + 0.05265997350215912, + 0.02944345958530903, + 0.26017433404922485, + 0.015948496758937836, + 0.17596673965454102, + 0.0739864856004715, + 0.08019449561834335 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.06205635145306587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603332757949829 + ], + "opposite_logprob_tokens": [ + -1.910333275794983 + ], + "logprob_reward": -0.1603332757949829, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603332757949829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05028446763753891, + 0.1061415895819664, + 0.03318124637007713, + 0.027040209621191025, + 0.021209396421909332, + 0.30314940214157104, + 0.022967565804719925, + 0.11149536818265915, + 0.052200574427843094, + 0.27233022451400757 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.1603332757949829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12347002327442169, + 0.1124960258603096, + 0.05513150990009308, + 0.037575483322143555, + 0.028712870553135872, + 0.20302194356918335, + 0.04268888384103775, + 0.12760308384895325, + 0.03982282429933548, + 0.22947728633880615 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.0024906350299715996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a breathtaking time-lapse. A slender hand, its skin pale in the shadows of the environment, moves with frenetic, unnatural speed across the vast, floor-to-ceiling glass surface. Its index finger, blurred by its movement, swiftly and decisively traces complex mathematical formulas and intricate geometric shapes that ignite upon contact, leaving a trail of bright, electric blue light. The scene is set in a dimly lit, minimalist room, the only significant lighting coming from a glowing script, which casts a cool, pulsating light onto the hand and forearm, highlighting the subtle tension in the muscles. The backdrop behind the perfectly transparent glass is a deep, shadowy abyss, giving it the appearance of a floating cosmic blackboard. As time passes, the glass is meticulously and rapidly filled with a dense, overlapping network of glowing equations, integrals, and abstract symbols, creating a visually overwhelming tapestry of pure intelligence. The atmosphere is one of intense, focused genius, a visualization of a frantically yet beautiful mind at work, rendered in a high-contrast, futuristic aesthetic.", + "seed": 22269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_7345_seed_22269_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036761097831185904, + "vlm_logprob": -0.036761097831185904, + "vlm_yes_no_margin": 4.6749999761581424, + "vlm_token_credit": -0.036761097831185904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15407595038414001 + ], + "opposite_logprob_tokens": [ + -2.029075860977173 + ], + "logprob_reward": -0.15407595038414001, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.15407595038414001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1533440798521042, + 0.13725876808166504, + 0.055992621928453445, + 0.03885680437088013, + 0.045567575842142105, + 0.09642564505338669, + 0.07793654501438141, + 0.07529647648334503, + 0.19426116347312927, + 0.12506037950515747 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.15407595038414001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101621203124523 + ], + "opposite_logprob_tokens": [ + -4.511101722717285 + ], + "logprob_reward": -0.011101621203124523, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101621203124523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17150276899337769, + 0.20675614476203918, + 0.0477500781416893, + 0.027924727648496628, + 0.03739306703209877, + 0.02912723645567894, + 0.15031182765960693, + 0.0809287428855896, + 0.19765639305114746, + 0.05064905062317848 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.011101621203124523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036215689033269882 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036215689033269882, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036215689033269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13392139971256256, + 0.06674112379550934, + 0.04955305904150009, + 0.01926260255277157, + 0.1629389375448227, + 0.02188706025481224, + 0.07077620923519135, + 0.063308484852314, + 0.2889394760131836, + 0.12267164140939713 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0036215689033269882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192361384630203 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192361384630203, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192361384630203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20333921909332275, + 0.09073124825954437, + 0.17089752852916718, + 0.025195972993969917, + 0.07865200191736221, + 0.10833164304494858, + 0.08542390167713165, + 0.10672234743833542, + 0.052176542580127716, + 0.07852957397699356 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.014192361384630203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008139872807078063 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008139872807078063, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008139872807078063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21266628801822662, + 0.05295388028025627, + 0.09212732315063477, + 0.03888235613703728, + 0.13053607940673828, + 0.033941879868507385, + 0.08999714255332947, + 0.09322935342788696, + 0.11313257366418839, + 0.14253315329551697 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0008139872807078063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a breathtaking time-lapse. A slender hand, its skin pale in the shadows of the environment, moves with frenetic, unnatural speed across the vast, floor-to-ceiling glass surface. Its index finger, blurred by its movement, swiftly and decisively traces complex mathematical formulas and intricate geometric shapes that ignite upon contact, leaving a trail of bright, electric blue light. The scene is set in a dimly lit, minimalist room, the only significant lighting coming from a glowing script, which casts a cool, pulsating light onto the hand and forearm, highlighting the subtle tension in the muscles. The backdrop behind the perfectly transparent glass is a deep, shadowy abyss, giving it the appearance of a floating cosmic blackboard. As time passes, the glass is meticulously and rapidly filled with a dense, overlapping network of glowing equations, integrals, and abstract symbols, creating a visually overwhelming tapestry of pure intelligence. The atmosphere is one of intense, focused genius, a visualization of a frantically yet beautiful mind at work, rendered in a high-contrast, futuristic aesthetic.", + "seed": 22270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_7345_seed_22270_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03561502143274993, + "vlm_logprob": -0.03561502143274993, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03561502143274993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12495727092027664 + ], + "opposite_logprob_tokens": [ + -2.374957323074341 + ], + "logprob_reward": -0.12495727092027664, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12495727092027664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15568338334560394, + 0.21283122897148132, + 0.052523884922266006, + 0.05938994511961937, + 0.189962238073349, + 0.042395371943712234, + 0.04129999876022339, + 0.05322393774986267, + 0.07199089974164963, + 0.12069912254810333 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.12495727092027664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012577615678310394 + ], + "opposite_logprob_tokens": [ + -4.387577533721924 + ], + "logprob_reward": -0.012577615678310394, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012577615678310394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28312692046165466, + 0.13166543841362, + 0.04292314127087593, + 0.06064525619149208, + 0.13682983815670013, + 0.0405435748398304, + 0.05984460934996605, + 0.049938250333070755, + 0.05497260019183159, + 0.13951033353805542 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.012577615678310394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2379613220691681, + 0.09705811738967896, + 0.0411415696144104, + 0.04486263915896416, + 0.09297843277454376, + 0.0757136195898056, + 0.037638936191797256, + 0.03488714620471001, + 0.03346496820449829, + 0.3042932152748108 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023297159001231194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061680391430855 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061680391430855, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061680391430855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2056886851787567, + 0.17244262993335724, + 0.1584300696849823, + 0.053856078535318375, + 0.0708443894982338, + 0.06261301785707474, + 0.029638174921274185, + 0.041513100266456604, + 0.14431200921535492, + 0.06066180765628815 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016061680391430855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011813811725005507 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011813811725005507, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011813811725005507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18035811185836792, + 0.07716114073991776, + 0.09140413254499435, + 0.04876609891653061, + 0.09872633218765259, + 0.05214391648769379, + 0.04157762601971626, + 0.05927089974284172, + 0.08045845478773117, + 0.27013328671455383 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0011813811725005507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a breathtaking time-lapse. A slender hand, its skin pale in the shadows of the environment, moves with frenetic, unnatural speed across the vast, floor-to-ceiling glass surface. Its index finger, blurred by its movement, swiftly and decisively traces complex mathematical formulas and intricate geometric shapes that ignite upon contact, leaving a trail of bright, electric blue light. The scene is set in a dimly lit, minimalist room, the only significant lighting coming from a glowing script, which casts a cool, pulsating light onto the hand and forearm, highlighting the subtle tension in the muscles. The backdrop behind the perfectly transparent glass is a deep, shadowy abyss, giving it the appearance of a floating cosmic blackboard. As time passes, the glass is meticulously and rapidly filled with a dense, overlapping network of glowing equations, integrals, and abstract symbols, creating a visually overwhelming tapestry of pure intelligence. The atmosphere is one of intense, focused genius, a visualization of a frantically yet beautiful mind at work, rendered in a high-contrast, futuristic aesthetic.", + "seed": 22271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_2/index_7345_seed_22271_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18381762579083444, + "vlm_logprob": -0.18381762579083444, + "vlm_yes_no_margin": 2.1499999880790712, + "vlm_token_credit": -0.18381762579083444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4124205708503723 + ], + "opposite_logprob_tokens": [ + -1.1624205112457275 + ], + "logprob_reward": -0.4124205708503723, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.4124205708503723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38392844796180725, + 0.046404920518398285, + 0.05317594110965729, + 0.05555042251944542, + 0.051894646137952805, + 0.09413376450538635, + 0.04495568946003914, + 0.07492437213659286, + 0.08098585903644562, + 0.11404591053724289 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.4124205708503723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799626499414444 + ], + "opposite_logprob_tokens": [ + -1.8049626350402832 + ], + "logprob_reward": -0.1799626499414444, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799626499414444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3293452262878418, + 0.09241106361150742, + 0.0753764659166336, + 0.06446509063243866, + 0.05285554751753807, + 0.14884400367736816, + 0.03662211075425148, + 0.024912144988775253, + 0.03426263853907585, + 0.14090579748153687 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.1799626499414444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211963057518005 + ], + "opposite_logprob_tokens": [ + -1.5021196603775024 + ], + "logprob_reward": -0.25211963057518005, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211963057518005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24317550659179688, + 0.06990906596183777, + 0.10412362962961197, + 0.11752312630414963, + 0.09216072410345078, + 0.11732330918312073, + 0.06116412952542305, + 0.033009838312864304, + 0.05809466913342476, + 0.10351593792438507 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.25211963057518005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203921139240265 + ], + "opposite_logprob_tokens": [ + -2.8120391368865967 + ], + "logprob_reward": -0.06203921139240265, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203921139240265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39366477727890015, + 0.09539441019296646, + 0.08057916164398193, + 0.0714094340801239, + 0.07925303280353546, + 0.07368210703134537, + 0.045672811567783356, + 0.03385261073708534, + 0.04318515211343765, + 0.08330658823251724 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.06203921139240265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender, pale hand moving with frenetic speed across a floor-to-ceiling glass surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the index finger trace complex mathematical formulas and geometric shapes that ignite with bright, electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep, shadowy abyss visible through the transparent glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic high-contrast and futuristic with a dense network of glowing equations filling the glass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254606619477272 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.01254606619477272, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254606619477272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34865492582321167, + 0.09834008663892746, + 0.12693552672863007, + 0.07912236452102661, + 0.06473853439092636, + 0.08806771039962769, + 0.03159324824810028, + 0.04326841980218887, + 0.04088945314288139, + 0.0783897191286087 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01254606619477272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_tensor([6293, 6293])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_tensor([6293, 6293])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f601008e6e0ee17e5f792a0a1097b73b6707ef92 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_tensor([6293, 6293])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the signature warm, detailed 3D animation style of Pixar feature films, a static, slightly low-angled long shot establishes a breathtaking panorama of a vast, sun-drenched meadow beneath a brilliant afternoon sky. At the center of the composition stands a young, energetic girl, approximately eight years old, her short, brown hair punctuated by individual, soft braids that sway gently in the breeze. She wears a simple, sleeveless sundress made of light yellow cotton, the fabric subtly textured, flowing gently around her knees. The golden afternoon sun, characterized by its warm, saturated glow, filters through the dense, waxy leaves of a massive camphor tree in the distance, casting long, soft shadows and creating dappled patches of light across the rolling green expanse. This magical light illuminates a sea of wildflowers—vibrant red poppies, white daisies, and purple lavender—giving their petals a soft, translucent glow, as if lit from within. The girl stands in a relaxed pose, her bare feet almost hidden in the lush grass, her head slightly tilted back, her face filled with pure, quiet wonder, her expressive eyes reflecting the golden light, taking in the tranquil beauty of her surroundings, creating an atmosphere of profound calm and innocent joy.", + "seed": 19701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_6293_seed_19701_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14075699560344218, + "vlm_logprob": -0.14075699560344218, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.14075699560344218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1278637796640396 + ], + "opposite_logprob_tokens": [ + -2.127863883972168 + ], + "logprob_reward": -0.1278637796640396, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1278637796640396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6782693266868591, + 0.04082672297954559, + 0.0656566321849823, + 0.03770633414387703, + 0.03479991480708122, + 0.03919248282909393, + 0.05334825813770294, + 0.0330849327147007, + 0.005589465610682964, + 0.011525974608957767 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1278637796640396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28139883279800415 + ], + "opposite_logprob_tokens": [ + -1.4063987731933594 + ], + "logprob_reward": -0.28139883279800415, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28139883279800415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14349152147769928, + 0.06766678392887115, + 0.10768812149763107, + 0.025937173515558243, + 0.05908294394612312, + 0.10769450664520264, + 0.19594579935073853, + 0.10222034156322479, + 0.08838554471731186, + 0.10188736021518707 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.28139883279800415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833033680915833 + ], + "opposite_logprob_tokens": [ + -3.5298330783843994 + ], + "logprob_reward": -0.029833033680915833, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833033680915833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31950122117996216, + 0.12474006414413452, + 0.10584936290979385, + 0.04527915641665459, + 0.05647614598274231, + 0.09370310604572296, + 0.12445847690105438, + 0.06802693009376526, + 0.03535687178373337, + 0.026608610525727272 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.029833033680915833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548303231596947 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548303231596947, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548303231596947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2350037395954132, + 0.3189341127872467, + 0.057600200176239014, + 0.06193527579307556, + 0.06369803100824356, + 0.05635097995400429, + 0.046902935951948166, + 0.053802959620952606, + 0.0661211833357811, + 0.03965054824948311 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.012548303231596947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521410286426544 + ], + "opposite_logprob_tokens": [ + -1.502140998840332 + ], + "logprob_reward": -0.2521410286426544, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521410286426544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07222946733236313, + 0.1352839320898056, + 0.13115772604942322, + 0.021380625665187836, + 0.02179628610610962, + 0.12833811342716217, + 0.052789658308029175, + 0.36249294877052307, + 0.03645643591880798, + 0.03807478025555611 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.2521410286426544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the signature warm, detailed 3D animation style of Pixar feature films, a static, slightly low-angled long shot establishes a breathtaking panorama of a vast, sun-drenched meadow beneath a brilliant afternoon sky. At the center of the composition stands a young, energetic girl, approximately eight years old, her short, brown hair punctuated by individual, soft braids that sway gently in the breeze. She wears a simple, sleeveless sundress made of light yellow cotton, the fabric subtly textured, flowing gently around her knees. The golden afternoon sun, characterized by its warm, saturated glow, filters through the dense, waxy leaves of a massive camphor tree in the distance, casting long, soft shadows and creating dappled patches of light across the rolling green expanse. This magical light illuminates a sea of wildflowers—vibrant red poppies, white daisies, and purple lavender—giving their petals a soft, translucent glow, as if lit from within. The girl stands in a relaxed pose, her bare feet almost hidden in the lush grass, her head slightly tilted back, her face filled with pure, quiet wonder, her expressive eyes reflecting the golden light, taking in the tranquil beauty of her surroundings, creating an atmosphere of profound calm and innocent joy.", + "seed": 19702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_6293_seed_19702_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046106457524001596, + "vlm_logprob": -0.046106457524001596, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.046106457524001596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05081949755549431 + ], + "opposite_logprob_tokens": [ + -3.0508193969726562 + ], + "logprob_reward": -0.05081949755549431, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05081949755549431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21287983655929565, + 0.09060074388980865, + 0.16836373507976532, + 0.0802415981888771, + 0.07278642803430557, + 0.08646995574235916, + 0.07526177167892456, + 0.06862227618694305, + 0.10241757333278656, + 0.04235617071390152 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.05081949755549431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308623820543289 + ], + "opposite_logprob_tokens": [ + -3.168086290359497 + ], + "logprob_reward": -0.04308623820543289, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308623820543289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3097796142101288, + 0.11662640422582626, + 0.08515524119138718, + 0.04721938446164131, + 0.07160844653844833, + 0.07868784666061401, + 0.10119771957397461, + 0.08314312249422073, + 0.06185879558324814, + 0.04472342133522034 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04308623820543289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.254069060087204, + 0.05671163275837898, + 0.1327436864376068, + 0.10119635611772537, + 0.0740567147731781, + 0.1310565024614334, + 0.050580333918333054, + 0.07482206076383591, + 0.05953977257013321, + 0.06522394716739655 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3815881013870239, + 0.14983664453029633, + 0.07945263385772705, + 0.06217455118894577, + 0.05750373750925064, + 0.054932188242673874, + 0.029894938692450523, + 0.054798275232315063, + 0.06489349156618118, + 0.0649254098534584 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129225492477417 + ], + "opposite_logprob_tokens": [ + -2.2379226684570312 + ], + "logprob_reward": -0.1129225492477417, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129225492477417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35330072045326233, + 0.06871575862169266, + 0.08190062642097473, + 0.05072160065174103, + 0.05554843693971634, + 0.08640201389789581, + 0.073703832924366, + 0.08422188460826874, + 0.04874487966299057, + 0.0967402532696724 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.1129225492477417 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the signature warm, detailed 3D animation style of Pixar feature films, a static, slightly low-angled long shot establishes a breathtaking panorama of a vast, sun-drenched meadow beneath a brilliant afternoon sky. At the center of the composition stands a young, energetic girl, approximately eight years old, her short, brown hair punctuated by individual, soft braids that sway gently in the breeze. She wears a simple, sleeveless sundress made of light yellow cotton, the fabric subtly textured, flowing gently around her knees. The golden afternoon sun, characterized by its warm, saturated glow, filters through the dense, waxy leaves of a massive camphor tree in the distance, casting long, soft shadows and creating dappled patches of light across the rolling green expanse. This magical light illuminates a sea of wildflowers—vibrant red poppies, white daisies, and purple lavender—giving their petals a soft, translucent glow, as if lit from within. The girl stands in a relaxed pose, her bare feet almost hidden in the lush grass, her head slightly tilted back, her face filled with pure, quiet wonder, her expressive eyes reflecting the golden light, taking in the tranquil beauty of her surroundings, creating an atmosphere of profound calm and innocent joy.", + "seed": 19703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_6293_seed_19703_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04940555267967284, + "vlm_logprob": -0.04940555267967284, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04940555267967284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04125673696398735 + ], + "opposite_logprob_tokens": [ + -3.2912566661834717 + ], + "logprob_reward": -0.04125673696398735, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04125673696398735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15593913197517395, + 0.09676750749349594, + 0.1286933571100235, + 0.0697660893201828, + 0.05507305637001991, + 0.1490902453660965, + 0.061470288783311844, + 0.07751550525426865, + 0.09842614829540253, + 0.10725867003202438 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.04125673696398735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031528025865555 + ], + "opposite_logprob_tokens": [ + -2.3503153324127197 + ], + "logprob_reward": -0.10031528025865555, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031528025865555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07772979885339737, + 0.11770358681678772, + 0.18836842477321625, + 0.07125112414360046, + 0.1370140165090561, + 0.16130977869033813, + 0.0730014368891716, + 0.04622991010546684, + 0.026888608932495117, + 0.10050330311059952 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.10031528025865555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329389750957489 + ], + "opposite_logprob_tokens": [ + -3.773293972015381 + ], + "logprob_reward": -0.02329389750957489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329389750957489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2482624053955078, + 0.1004442498087883, + 0.11004921793937683, + 0.05644899234175682, + 0.07957231998443604, + 0.05380693078041077, + 0.07188405841588974, + 0.06427706032991409, + 0.05241243541240692, + 0.16284233331680298 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02329389750957489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2206898033618927, + 0.1470271348953247, + 0.0907435491681099, + 0.07854676246643066, + 0.18362870812416077, + 0.05451977625489235, + 0.060554757714271545, + 0.041851840913295746, + 0.04827713593840599, + 0.07416047900915146 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789678543806076 + ], + "opposite_logprob_tokens": [ + -2.578967809677124 + ], + "logprob_reward": -0.0789678543806076, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789678543806076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24431946873664856, + 0.10817397385835648, + 0.053375303745269775, + 0.06915897130966187, + 0.0650118887424469, + 0.035933803766965866, + 0.04339912161231041, + 0.1753976196050644, + 0.1018468514084816, + 0.10338301211595535 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0789678543806076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the signature warm, detailed 3D animation style of Pixar feature films, a static, slightly low-angled long shot establishes a breathtaking panorama of a vast, sun-drenched meadow beneath a brilliant afternoon sky. At the center of the composition stands a young, energetic girl, approximately eight years old, her short, brown hair punctuated by individual, soft braids that sway gently in the breeze. She wears a simple, sleeveless sundress made of light yellow cotton, the fabric subtly textured, flowing gently around her knees. The golden afternoon sun, characterized by its warm, saturated glow, filters through the dense, waxy leaves of a massive camphor tree in the distance, casting long, soft shadows and creating dappled patches of light across the rolling green expanse. This magical light illuminates a sea of wildflowers—vibrant red poppies, white daisies, and purple lavender—giving their petals a soft, translucent glow, as if lit from within. The girl stands in a relaxed pose, her bare feet almost hidden in the lush grass, her head slightly tilted back, her face filled with pure, quiet wonder, her expressive eyes reflecting the golden light, taking in the tranquil beauty of her surroundings, creating an atmosphere of profound calm and innocent joy.", + "seed": 19704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_3/index_6293_seed_19704_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039976040739566086, + "vlm_logprob": -0.039976040739566086, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.039976040739566086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06395133584737778 + ], + "opposite_logprob_tokens": [ + -2.813951253890991 + ], + "logprob_reward": -0.06395133584737778, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06395133584737778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11788018047809601, + 0.03706038370728493, + 0.022450033575296402, + 0.048707008361816406, + 0.018208405002951622, + 0.25303104519844055, + 0.02207075245678425, + 0.38791003823280334, + 0.0687704086303711, + 0.023911764845252037 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.06395133584737778 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559015303850174 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.012559015303850174, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559015303850174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11036968231201172, + 0.06200560927391052, + 0.034126393496990204, + 0.2977805733680725, + 0.03125330060720444, + 0.2451482117176056, + 0.027652692049741745, + 0.07420195639133453, + 0.08509813249111176, + 0.032363466918468475 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.012559015303850174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12073766440153122, + 0.04462924227118492, + 0.06705759465694427, + 0.18786820769309998, + 0.02693980000913143, + 0.26527920365333557, + 0.037230707705020905, + 0.05493028089404106, + 0.15971845388412476, + 0.03560880944132805 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.02058335766196251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18543359637260437, + 0.03507932648062706, + 0.07878915965557098, + 0.08880983293056488, + 0.06342267990112305, + 0.23538139462471008, + 0.03965975344181061, + 0.18641886115074158, + 0.0729573518037796, + 0.01404801569879055 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, slightly low-angled long shot of a vast meadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young girl with short brown hair and individual soft braids standing at the center of the composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a simple sleeveless sundress made of light yellow cotton?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched meadow with a massive camphor tree in the distance casting dappled light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant red poppies, white daisies, and purple lavender visible in the meadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029716789722443 + ], + "opposite_logprob_tokens": [ + -2.350297212600708 + ], + "logprob_reward": -0.10029716789722443, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029716789722443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957702875137329, + 0.08943245559930801, + 0.049316130578517914, + 0.07392743229866028, + 0.06371895223855972, + 0.10983546823263168, + 0.06806175410747528, + 0.10594060271978378, + 0.09464555233716965, + 0.04935137555003166 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.10029716789722443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_tensor([1509, 1509])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_tensor([1509, 1509])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e05109d1c45e93ffee078b6b01b59e3fc606bb64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_tensor([1509, 1509])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a slow, doll-like shot, starting with a medium shot of total immersion in a stunning green, monochrome world. At the center of this abstract, deep-forest-green void stands a stylized, translucent anatomical model of a liver, its surface smooth and sleek like polished crystal, revealing intricate, branching internal passageways. From beyond the frame, a vibrant, life-giving fluid cascades downward in a steady, powerful stream. This emerald green fluid, glowing from within, pours into the top of the model, sloshing and swirling as it fills the organ's cavity. The cleansing fluid deliberately flows through the delicate internal network, leaving the entire structure brightly illuminated from within. As the camera moves closer to witness this powerful act of rejuvenation, light from the flaky fluid refracts and fragments through the liver's crystalline form, casting dancing caustics of yellow-green and lime-green into the void, creating a tranquil and magical atmosphere of deep cleansing and renewal.", + "seed": 13590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_1509_seed_13590_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022587305470369756, + "vlm_logprob": -0.022587305470369756, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.022587305470369756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003734639612957835 + ], + "opposite_logprob_tokens": [ + -5.878734588623047 + ], + "logprob_reward": -0.003734639612957835, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003734639612957835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2979477345943451, + 0.10149437934160233, + 0.030999798327684402, + 0.03871139511466026, + 0.07535775750875473, + 0.09578309953212738, + 0.3107949495315552, + 0.01429244689643383, + 0.016847878694534302, + 0.017770614475011826 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.003734639612957835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011845960980281234 + ], + "opposite_logprob_tokens": [ + -6.751184463500977 + ], + "logprob_reward": -0.0011845960980281234, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011845960980281234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20703060925006866, + 0.1162448301911354, + 0.038421813398599625, + 0.03613731265068054, + 0.05848412215709686, + 0.15019826591014862, + 0.2595100402832031, + 0.06307180970907211, + 0.035663411021232605, + 0.03523781895637512 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0011845960980281234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3163450062274933, + 0.10155540704727173, + 0.025634225457906723, + 0.08321890980005264, + 0.0731789842247963, + 0.14269757270812988, + 0.14485812187194824, + 0.03161489591002464, + 0.06440464407205582, + 0.016492193564772606 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005252134520560503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04232872277498245, + 0.014932490885257721, + 0.025912346318364143, + 0.03935326635837555, + 0.026003127917647362, + 0.07154921442270279, + 0.7412078380584717, + 0.0139335161074996, + 0.01657242700457573, + 0.008206990547478199 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.002485997276380658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027915984392166 + ], + "opposite_logprob_tokens": [ + -2.3502790927886963 + ], + "logprob_reward": -0.10027915984392166, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027915984392166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3020581305027008, + 0.07519301027059555, + 0.025153158232569695, + 0.03740672022104263, + 0.02854045480489731, + 0.10085365921258926, + 0.30146896839141846, + 0.04822912812232971, + 0.06589154899120331, + 0.015205253846943378 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.10027915984392166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, doll-like shot, starting with a medium shot of total immersion in a stunning green, monochrome world. At the center of this abstract, deep-forest-green void stands a stylized, translucent anatomical model of a liver, its surface smooth and sleek like polished crystal, revealing intricate, branching internal passageways. From beyond the frame, a vibrant, life-giving fluid cascades downward in a steady, powerful stream. This emerald green fluid, glowing from within, pours into the top of the model, sloshing and swirling as it fills the organ's cavity. The cleansing fluid deliberately flows through the delicate internal network, leaving the entire structure brightly illuminated from within. As the camera moves closer to witness this powerful act of rejuvenation, light from the flaky fluid refracts and fragments through the liver's crystalline form, casting dancing caustics of yellow-green and lime-green into the void, creating a tranquil and magical atmosphere of deep cleansing and renewal.", + "seed": 13591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_1509_seed_13591_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1326031189644709, + "vlm_logprob": -0.1326031189644709, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.1326031189644709, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013573489850386977 + ], + "opposite_logprob_tokens": [ + -7.001357555389404 + ], + "logprob_reward": -0.0013573489850386977, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0013573489850386977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13774369657039642, + 0.04047970473766327, + 0.07696523517370224, + 0.04174773767590523, + 0.0478033721446991, + 0.22969301044940948, + 0.11419806629419327, + 0.17562663555145264, + 0.07851061969995499, + 0.05723196268081665 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.0013573489850386977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036193120758980513 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036193120758980513, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036193120758980513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17658628523349762, + 0.07016696035861969, + 0.0895988792181015, + 0.06519836187362671, + 0.07558515667915344, + 0.19363324344158173, + 0.17971499264240265, + 0.05015812814235687, + 0.06594166159629822, + 0.033416274935007095 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0036193120758980513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22024822235107422, + 0.06937231123447418, + 0.0910833328962326, + 0.055270977318286896, + 0.07827714830636978, + 0.03929779678583145, + 0.16976013779640198, + 0.08063854277133942, + 0.11056961864233017, + 0.08548196405172348 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189071021974087 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189071021974087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189071021974087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13407443463802338, + 0.06389264017343521, + 0.05431312322616577, + 0.03173883259296417, + 0.11150158196687698, + 0.06014080345630646, + 0.21766012907028198, + 0.0576905682682991, + 0.2171401083469391, + 0.051847707480192184 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.014189071021974087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327745318412781 + ], + "opposite_logprob_tokens": [ + -0.7577745318412781 + ], + "logprob_reward": -0.6327745318412781, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327745318412781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07905098050832748, + 0.036137841641902924, + 0.05774277448654175, + 0.03689773008227348, + 0.04558773338794708, + 0.13938842713832855, + 0.14364422857761383, + 0.10857246816158295, + 0.29144611954689026, + 0.06153169274330139 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.6327745318412781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, doll-like shot, starting with a medium shot of total immersion in a stunning green, monochrome world. At the center of this abstract, deep-forest-green void stands a stylized, translucent anatomical model of a liver, its surface smooth and sleek like polished crystal, revealing intricate, branching internal passageways. From beyond the frame, a vibrant, life-giving fluid cascades downward in a steady, powerful stream. This emerald green fluid, glowing from within, pours into the top of the model, sloshing and swirling as it fills the organ's cavity. The cleansing fluid deliberately flows through the delicate internal network, leaving the entire structure brightly illuminated from within. As the camera moves closer to witness this powerful act of rejuvenation, light from the flaky fluid refracts and fragments through the liver's crystalline form, casting dancing caustics of yellow-green and lime-green into the void, creating a tranquil and magical atmosphere of deep cleansing and renewal.", + "seed": 13592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_1509_seed_13592_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03193648615851998, + "vlm_logprob": -0.03193648615851998, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.03193648615851998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024297498166561127 + ], + "opposite_logprob_tokens": [ + -6.377429962158203 + ], + "logprob_reward": -0.0024297498166561127, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0024297498166561127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31662535667419434, + 0.13232380151748657, + 0.10493377596139908, + 0.1121477484703064, + 0.053414687514305115, + 0.06532859057188034, + 0.022064313292503357, + 0.045507609844207764, + 0.05769442021846771, + 0.08995973318815231 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0024297498166561127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024946779012680054 + ], + "opposite_logprob_tokens": [ + -6.002494812011719 + ], + "logprob_reward": -0.0024946779012680054, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024946779012680054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2750381529331207, + 0.14339236915111542, + 0.03434357792139053, + 0.07638730108737946, + 0.035703014582395554, + 0.04518107324838638, + 0.02187233790755272, + 0.17105062305927277, + 0.11729999631643295, + 0.0797315314412117 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0024946779012680054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738320458680391 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738320458680391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738320458680391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37145131826400757, + 0.09434640407562256, + 0.023724162951111794, + 0.022063110023736954, + 0.053441230207681656, + 0.025979947298765182, + 0.02042844332754612, + 0.15505045652389526, + 0.16850057244300842, + 0.0650143027305603 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.006738320458680391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249407142400742 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249407142400742, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249407142400742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19127720594406128, + 0.1016158014535904, + 0.05547847971320152, + 0.07117646187543869, + 0.03243720531463623, + 0.03254915028810501, + 0.01683023013174534, + 0.2871151864528656, + 0.1148548275232315, + 0.0966654047369957 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.005249407142400742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277027547359467 + ], + "opposite_logprob_tokens": [ + -2.017770290374756 + ], + "logprob_reward": -0.14277027547359467, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277027547359467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24770909547805786, + 0.13904500007629395, + 0.02006816864013672, + 0.01814594306051731, + 0.05368240177631378, + 0.03872102126479149, + 0.02505606971681118, + 0.12158923596143723, + 0.1958349198102951, + 0.1401481181383133 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.14277027547359467 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a slow, doll-like shot, starting with a medium shot of total immersion in a stunning green, monochrome world. At the center of this abstract, deep-forest-green void stands a stylized, translucent anatomical model of a liver, its surface smooth and sleek like polished crystal, revealing intricate, branching internal passageways. From beyond the frame, a vibrant, life-giving fluid cascades downward in a steady, powerful stream. This emerald green fluid, glowing from within, pours into the top of the model, sloshing and swirling as it fills the organ's cavity. The cleansing fluid deliberately flows through the delicate internal network, leaving the entire structure brightly illuminated from within. As the camera moves closer to witness this powerful act of rejuvenation, light from the flaky fluid refracts and fragments through the liver's crystalline form, casting dancing caustics of yellow-green and lime-green into the void, creating a tranquil and magical atmosphere of deep cleansing and renewal.", + "seed": 13593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_4/index_1509_seed_13593_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10947405537590385, + "vlm_logprob": -0.10947405537590385, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.10947405537590385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007777882274240255 + ], + "opposite_logprob_tokens": [ + -5.007777690887451 + ], + "logprob_reward": -0.007777882274240255, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007777882274240255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08855170011520386, + 0.08734125643968582, + 0.051526542752981186, + 0.03614436835050583, + 0.47661295533180237, + 0.042902249842882156, + 0.02896743081510067, + 0.02886875346302986, + 0.027469327673316002, + 0.1316155195236206 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.007777882274240255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745306774973869 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745306774973869, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745306774973869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1428055465221405, + 0.09749405831098557, + 0.10287824273109436, + 0.08651016652584076, + 0.10868468135595322, + 0.1323794424533844, + 0.17401644587516785, + 0.024471011012792587, + 0.03218420222401619, + 0.09857622534036636 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.006745306774973869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12322470545768738, + 0.056922245770692825, + 0.028130175545811653, + 0.06858457624912262, + 0.4717385172843933, + 0.048260293900966644, + 0.06913061439990997, + 0.02659691497683525, + 0.025885403156280518, + 0.08152656257152557 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.005950710736215115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613610751926899 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613610751926899, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613610751926899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05677860975265503, + 0.05511016771197319, + 0.06304636597633362, + 0.06501111388206482, + 0.34700289368629456, + 0.12923087179660797, + 0.05330849066376686, + 0.06772484630346298, + 0.031143207103013992, + 0.13164347410202026 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.003613610751926899 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central object a stylized, translucent anatomical model of a liver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the liver model have a smooth, sleek surface resembling polished crystal with visible internal passageways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vibrant, glowing emerald green fluid cascading downward and pouring into the top of the liver model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fluid flow through the liver's internal network, causing the structure to become brightly illuminated from within?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move closer to the liver model during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232827663421631 + ], + "opposite_logprob_tokens": [ + -0.8982827663421631 + ], + "logprob_reward": -0.5232827663421631, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232827663421631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05174010992050171, + 0.06787921488285065, + 0.03582408279180527, + 0.08305403590202332, + 0.26862654089927673, + 0.2771628797054291, + 0.039956193417310715, + 0.034722283482551575, + 0.026827754452824593, + 0.11420688778162003 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.5232827663421631 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_tensor([5460, 5460])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_tensor([5460, 5460])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8aae42c3ecd5f872a33a05a3401c3a31ff696551 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_tensor([5460, 5460])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a muscular warrior as he gallops across a dusty wasteland. Beneath his bronzed skin, the muscles of his arms and shoulders are defined, rock-hard. His long, unkempt dark brown hair dances wildly in the wind. His face is weathered, his eyes hard and piercing. Bare-chested, save for a rough, animal-hide kilt wrapped around his waist, he carries a massive, double-edged battle axe on his broad shoulders. The blade gleams coldly in the dim sunlight, its long wooden handle carved with ancient runes, a rough, heavy impression. He rides a muscular black warhorse, its mane billowing and its hooves pounding. Every stomp stirs up a cloud of yellow dust, leaving a trail of billowing smoke. The backdrop is a vast expanse of cracked earth and rolling crimson hills. Amidst a murky orange sky, a massive, dim sun hangs high above the horizon. The warrior's body rises and falls powerfully to the rhythm of his horse, one hand firmly gripping the reins, steadily controlling his mount. The low-angle light from the horizon casts a golden rim around his silhouette and that of his steed, intensifying their powerful silhouettes against the primary ochre and russet tones. The entire scene is imbued with a rugged, desolate, and epic atmosphere, conveying the indomitable will of a lone hero.", + "seed": 26035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_5460_seed_26035_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06582610178738832, + "vlm_logprob": -0.06582610178738832, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.06582610178738832, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1023259237408638 + ], + "opposite_logprob_tokens": [ + -2.727325916290283 + ], + "logprob_reward": -0.1023259237408638, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.1023259237408638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14210598170757294, + 0.1327168047428131, + 0.07137486338615417, + 0.16153298318386078, + 0.1117742657661438, + 0.054024580866098404, + 0.08767896145582199, + 0.10553832352161407, + 0.04335017874836922, + 0.08990310877561569 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.1023259237408638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297440528869629 + ], + "opposite_logprob_tokens": [ + -2.2379744052886963 + ], + "logprob_reward": -0.11297440528869629, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297440528869629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07614146173000336, + 0.06926020979881287, + 0.03469517081975937, + 0.5062366724014282, + 0.04924624040722847, + 0.02563403733074665, + 0.034959401935338974, + 0.07731025665998459, + 0.058593571186065674, + 0.0679229199886322 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.11297440528869629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310907423496246 + ], + "opposite_logprob_tokens": [ + -3.168109178543091 + ], + "logprob_reward": -0.04310907423496246, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310907423496246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15204353630542755, + 0.11911099404096603, + 0.08070000261068344, + 0.2464480996131897, + 0.04206905514001846, + 0.029969502240419388, + 0.06533326208591461, + 0.1281392127275467, + 0.024846849963068962, + 0.1113395020365715 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.04310907423496246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207999214529991 + ], + "opposite_logprob_tokens": [ + -2.812079906463623 + ], + "logprob_reward": -0.06207999214529991, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207999214529991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12002649903297424, + 0.1858426034450531, + 0.032356444746255875, + 0.15850193798542023, + 0.049890875816345215, + 0.05703563988208771, + 0.10903669148683548, + 0.21588076651096344, + 0.015254668891429901, + 0.05617385357618332 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.06207999214529991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15749965608119965, + 0.23385481536388397, + 0.09802455455064774, + 0.11511291563510895, + 0.04363952577114105, + 0.1402965486049652, + 0.03899594396352768, + 0.07940486818552017, + 0.04326174780726433, + 0.04990944266319275 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.00864111352711916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular warrior as he gallops across a dusty wasteland. Beneath his bronzed skin, the muscles of his arms and shoulders are defined, rock-hard. His long, unkempt dark brown hair dances wildly in the wind. His face is weathered, his eyes hard and piercing. Bare-chested, save for a rough, animal-hide kilt wrapped around his waist, he carries a massive, double-edged battle axe on his broad shoulders. The blade gleams coldly in the dim sunlight, its long wooden handle carved with ancient runes, a rough, heavy impression. He rides a muscular black warhorse, its mane billowing and its hooves pounding. Every stomp stirs up a cloud of yellow dust, leaving a trail of billowing smoke. The backdrop is a vast expanse of cracked earth and rolling crimson hills. Amidst a murky orange sky, a massive, dim sun hangs high above the horizon. The warrior's body rises and falls powerfully to the rhythm of his horse, one hand firmly gripping the reins, steadily controlling his mount. The low-angle light from the horizon casts a golden rim around his silhouette and that of his steed, intensifying their powerful silhouettes against the primary ochre and russet tones. The entire scene is imbued with a rugged, desolate, and epic atmosphere, conveying the indomitable will of a lone hero.", + "seed": 26036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_5460_seed_26036_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04943360090255737, + "vlm_logprob": -0.04943360090255737, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04943360090255737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08201117068529129 + ], + "opposite_logprob_tokens": [ + -2.8320112228393555 + ], + "logprob_reward": -0.08201117068529129, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08201117068529129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13769009709358215, + 0.0868019312620163, + 0.07308879494667053, + 0.11215847730636597, + 0.13030686974525452, + 0.18931390345096588, + 0.04534595087170601, + 0.055506184697151184, + 0.10094597935676575, + 0.06884176284074783 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.08201117068529129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900706678628922 + ], + "opposite_logprob_tokens": [ + -2.579007148742676 + ], + "logprob_reward": -0.07900706678628922, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900706678628922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15497681498527527, + 0.07439878582954407, + 0.027529826387763023, + 0.07515478134155273, + 0.2029300481081009, + 0.11460252106189728, + 0.07836957275867462, + 0.10311649739742279, + 0.0678977221250534, + 0.10102348029613495 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.07900706678628922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026383116841316223 + ], + "opposite_logprob_tokens": [ + -3.6513831615448 + ], + "logprob_reward": -0.026383116841316223, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026383116841316223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11571041494607925, + 0.06768649816513062, + 0.10842970758676529, + 0.0575081892311573, + 0.27672284841537476, + 0.18755145370960236, + 0.026217980310320854, + 0.028678547590970993, + 0.08090770989656448, + 0.05058664828538895 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.026383116841316223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868577793240547 + ], + "opposite_logprob_tokens": [ + -3.0486857891082764 + ], + "logprob_reward": -0.04868577793240547, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868577793240547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3271847665309906, + 0.07491899281740189, + 0.05728209391236305, + 0.048396140336990356, + 0.14619508385658264, + 0.06850434839725494, + 0.03527407348155975, + 0.03138807788491249, + 0.139208123087883, + 0.07164831459522247 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.04868577793240547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080872267484665 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080872267484665, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080872267484665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21470506489276886, + 0.14614109694957733, + 0.08204203844070435, + 0.0895308330655098, + 0.09807805716991425, + 0.0768989771604538, + 0.05679164454340935, + 0.07086814939975739, + 0.09182213991880417, + 0.073122039437294 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.011080872267484665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular warrior as he gallops across a dusty wasteland. Beneath his bronzed skin, the muscles of his arms and shoulders are defined, rock-hard. His long, unkempt dark brown hair dances wildly in the wind. His face is weathered, his eyes hard and piercing. Bare-chested, save for a rough, animal-hide kilt wrapped around his waist, he carries a massive, double-edged battle axe on his broad shoulders. The blade gleams coldly in the dim sunlight, its long wooden handle carved with ancient runes, a rough, heavy impression. He rides a muscular black warhorse, its mane billowing and its hooves pounding. Every stomp stirs up a cloud of yellow dust, leaving a trail of billowing smoke. The backdrop is a vast expanse of cracked earth and rolling crimson hills. Amidst a murky orange sky, a massive, dim sun hangs high above the horizon. The warrior's body rises and falls powerfully to the rhythm of his horse, one hand firmly gripping the reins, steadily controlling his mount. The low-angle light from the horizon casts a golden rim around his silhouette and that of his steed, intensifying their powerful silhouettes against the primary ochre and russet tones. The entire scene is imbued with a rugged, desolate, and epic atmosphere, conveying the indomitable will of a lone hero.", + "seed": 26037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_5460_seed_26037_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05287225190550089, + "vlm_logprob": -0.05287225190550089, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05287225190550089, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08981159329414368 + ], + "opposite_logprob_tokens": [ + -2.7148115634918213 + ], + "logprob_reward": -0.08981159329414368, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08981159329414368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2682158350944519, + 0.08229369670152664, + 0.0789477750658989, + 0.13034236431121826, + 0.07300619781017303, + 0.08904005587100983, + 0.06983478367328644, + 0.048047713935375214, + 0.05135973170399666, + 0.1089119017124176 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.08981159329414368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907468616962433 + ], + "opposite_logprob_tokens": [ + -2.4640746116638184 + ], + "logprob_reward": -0.08907468616962433, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907468616962433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15182292461395264, + 0.08773300796747208, + 0.11441372334957123, + 0.10318999737501144, + 0.04785939306020737, + 0.07065761089324951, + 0.10616281628608704, + 0.06970607489347458, + 0.14536027610301971, + 0.1030941978096962 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.08907468616962433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043113868683576584 + ], + "opposite_logprob_tokens": [ + -3.168113946914673 + ], + "logprob_reward": -0.043113868683576584, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043113868683576584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19637839496135712, + 0.09907382726669312, + 0.14197558164596558, + 0.09026123583316803, + 0.04386909306049347, + 0.11810445785522461, + 0.05796973034739494, + 0.07876219600439072, + 0.10690656304359436, + 0.06669893115758896 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.043113868683576584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818223789334297 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.029818223789334297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818223789334297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12087628245353699, + 0.1868360936641693, + 0.07861672341823578, + 0.23148119449615479, + 0.06818068772554398, + 0.15666736662387848, + 0.04435781016945839, + 0.043861228972673416, + 0.03411608934402466, + 0.035006504505872726 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.029818223789334297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542887590825558 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542887590825558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542887590825558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16073402762413025, + 0.08648909628391266, + 0.07935289293527603, + 0.19067195057868958, + 0.030287740752100945, + 0.07314836233854294, + 0.09507299959659576, + 0.08460529148578644, + 0.1239950880408287, + 0.07564253360033035 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.012542887590825558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular warrior as he gallops across a dusty wasteland. Beneath his bronzed skin, the muscles of his arms and shoulders are defined, rock-hard. His long, unkempt dark brown hair dances wildly in the wind. His face is weathered, his eyes hard and piercing. Bare-chested, save for a rough, animal-hide kilt wrapped around his waist, he carries a massive, double-edged battle axe on his broad shoulders. The blade gleams coldly in the dim sunlight, its long wooden handle carved with ancient runes, a rough, heavy impression. He rides a muscular black warhorse, its mane billowing and its hooves pounding. Every stomp stirs up a cloud of yellow dust, leaving a trail of billowing smoke. The backdrop is a vast expanse of cracked earth and rolling crimson hills. Amidst a murky orange sky, a massive, dim sun hangs high above the horizon. The warrior's body rises and falls powerfully to the rhythm of his horse, one hand firmly gripping the reins, steadily controlling his mount. The low-angle light from the horizon casts a golden rim around his silhouette and that of his steed, intensifying their powerful silhouettes against the primary ochre and russet tones. The entire scene is imbued with a rugged, desolate, and epic atmosphere, conveying the indomitable will of a lone hero.", + "seed": 26038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_5/index_5460_seed_26038_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04139020340517163, + "vlm_logprob": -0.04139020340517163, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04139020340517163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04430541396141052 + ], + "opposite_logprob_tokens": [ + -3.6693053245544434 + ], + "logprob_reward": -0.04430541396141052, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.04430541396141052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1766267716884613, + 0.06626957654953003, + 0.05930964648723602, + 0.09084005653858185, + 0.08467447012662888, + 0.07961055636405945, + 0.11530076712369919, + 0.07555074244737625, + 0.1880934089422226, + 0.06372399628162384 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.04430541396141052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003449335694313 + ], + "opposite_logprob_tokens": [ + -2.3503448963165283 + ], + "logprob_reward": -0.1003449335694313, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003449335694313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16848109662532806, + 0.0776340514421463, + 0.08570318669080734, + 0.04400306195020676, + 0.04946208372712135, + 0.047659508883953094, + 0.07063274830579758, + 0.09801875054836273, + 0.23239363729953766, + 0.12601183354854584 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.1003449335694313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374109044671059 + ], + "opposite_logprob_tokens": [ + -3.408740997314453 + ], + "logprob_reward": -0.03374109044671059, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374109044671059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17825648188591003, + 0.09960010647773743, + 0.08580337464809418, + 0.06543276458978653, + 0.08820966631174088, + 0.07665778696537018, + 0.08357532322406769, + 0.0977056697010994, + 0.14180143177509308, + 0.08295735716819763 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03374109044671059 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305309936404228 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.023305309936404228, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305309936404228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11133787781000137, + 0.03988569974899292, + 0.037149567157030106, + 0.02209436148405075, + 0.06405868381261826, + 0.05515085533261299, + 0.013041521422564983, + 0.08318278938531876, + 0.4751419126987457, + 0.09895669668912888 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023305309936404228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a bare-chested muscular warrior riding a black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior carrying a massive double-edged battle axe with a wooden handle carved with runes on his shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a dusty wasteland with cracked earth, rolling crimson hills, and a murky orange sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle light casting a golden rim around the warrior and horse silhouettes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08974895626306534, + 0.06773220002651215, + 0.05635003000497818, + 0.12062283605337143, + 0.02397621050477028, + 0.041470251977443695, + 0.04266338795423508, + 0.04648371785879135, + 0.369723379611969, + 0.14122898876667023 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.005254269111901522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_tensor([8170, 8170])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_tensor([8170, 8170])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..91ac01c994a353f036d0d4e4e4bdc70027adf67a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_tensor([8170, 8170])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle shot focuses on a man's hand, covered in dust and scratches, straining with all his might, slowly but surely, to push forward against a massive, ancient, black iron door. A pair of rough, rusted iron handcuffs clasped tightly around his wrists, digging into his skin as his muscles tensed, his knuckles whitening from the strain. As he pushed, the heavy door panel creaked open inch by inch with a dull, grating sound of metal against the rough stone floor. A narrow, bright, cold white light pierced through the widening gap in the door, striking against the near-total darkness. This light cast a sharp, ever-broadening streak across the ground, illuminating the cold metal of the handcuffs and the dusty texture of the back of his hand. The image, shimmering with cold tones and stark contrasts, creates a sense of intense oppression and struggling power, while also conveying a tense atmosphere of hope, a desire to break free from constraints and reach the unknown.", + "seed": 5702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_8170_seed_5702_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020850028190761805, + "vlm_logprob": -0.020850028190761805, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.020850028190761805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0521581768989563 + ], + "opposite_logprob_tokens": [ + -3.0521581172943115 + ], + "logprob_reward": -0.0521581768989563, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0521581768989563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24380481243133545, + 0.10160424560308456, + 0.050930123776197433, + 0.07347562164068222, + 0.14857429265975952, + 0.07389208674430847, + 0.11650226265192032, + 0.10213547199964523, + 0.05727756768465042, + 0.0318034291267395 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0521581768989563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606480538845062 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606480538845062, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606480538845062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21565526723861694, + 0.04961986839771271, + 0.06329348683357239, + 0.3780812621116638, + 0.11396533995866776, + 0.04803215339779854, + 0.040361810475587845, + 0.02858453057706356, + 0.03606259822845459, + 0.026343652978539467 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.020606480538845062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355136185884476 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355136185884476, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355136185884476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2791268527507782, + 0.11789658665657043, + 0.05848975107073784, + 0.1575998067855835, + 0.1702815741300583, + 0.044240765273571014, + 0.040061984211206436, + 0.031302910298109055, + 0.04108089208602905, + 0.05991896241903305 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.026355136185884476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031898352317512035 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031898352317512035, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031898352317512035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1089593842625618, + 0.04933442175388336, + 0.023113355040550232, + 0.11777962744235992, + 0.11310289800167084, + 0.08015032112598419, + 0.06133519485592842, + 0.04381229355931282, + 0.12379071116447449, + 0.2786218225955963 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.0031898352317512035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019405120983719826 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019405120983719826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019405120983719826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18393637239933014, + 0.09707646071910858, + 0.03920120373368263, + 0.16753214597702026, + 0.053429123014211655, + 0.05204471945762634, + 0.0666951984167099, + 0.08158715814352036, + 0.13052794337272644, + 0.12796960771083832 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0019405120983719826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot focuses on a man's hand, covered in dust and scratches, straining with all his might, slowly but surely, to push forward against a massive, ancient, black iron door. A pair of rough, rusted iron handcuffs clasped tightly around his wrists, digging into his skin as his muscles tensed, his knuckles whitening from the strain. As he pushed, the heavy door panel creaked open inch by inch with a dull, grating sound of metal against the rough stone floor. A narrow, bright, cold white light pierced through the widening gap in the door, striking against the near-total darkness. This light cast a sharp, ever-broadening streak across the ground, illuminating the cold metal of the handcuffs and the dusty texture of the back of his hand. The image, shimmering with cold tones and stark contrasts, creates a sense of intense oppression and struggling power, while also conveying a tense atmosphere of hope, a desire to break free from constraints and reach the unknown.", + "seed": 5703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_8170_seed_5703_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032336078793741764, + "vlm_logprob": -0.032336078793741764, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.032336078793741764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10521871596574783 + ], + "opposite_logprob_tokens": [ + -2.3552186489105225 + ], + "logprob_reward": -0.10521871596574783, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10521871596574783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1511734277009964, + 0.09226608276367188, + 0.04388507083058357, + 0.18150530755519867, + 0.09184916317462921, + 0.11282079666852951, + 0.03073342703282833, + 0.056322917342185974, + 0.10216972231864929, + 0.13727408647537231 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.10521871596574783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983858808875084 + ], + "opposite_logprob_tokens": [ + -3.5298385620117188 + ], + "logprob_reward": -0.02983858808875084, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983858808875084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24295268952846527, + 0.15249919891357422, + 0.0757504552602768, + 0.08360493928194046, + 0.10421519726514816, + 0.07183940708637238, + 0.04831148311495781, + 0.0750364288687706, + 0.07030774652957916, + 0.07548242807388306 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02983858808875084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588496699929237 + ], + "opposite_logprob_tokens": [ + -3.8955883979797363 + ], + "logprob_reward": -0.020588496699929237, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588496699929237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14671330153942108, + 0.06382012367248535, + 0.1370905190706253, + 0.1030549705028534, + 0.19271376729011536, + 0.08849485218524933, + 0.056260742247104645, + 0.04956318438053131, + 0.0954112559556961, + 0.0668773427605629 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.020588496699929237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091939423233271 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091939423233271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091939423233271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08401884138584137, + 0.046212710440158844, + 0.03314504399895668, + 0.057633690536022186, + 0.09213234484195709, + 0.2659480571746826, + 0.14603479206562042, + 0.04390284791588783, + 0.054065603762865067, + 0.17690610885620117 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.004091939423233271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019426537910476327 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019426537910476327, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019426537910476327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10052688419818878, + 0.07024367898702621, + 0.053157269954681396, + 0.11024889349937439, + 0.09668643027544022, + 0.1665477454662323, + 0.0861036628484726, + 0.03584057465195656, + 0.1218370571732521, + 0.15880779922008514 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.0019426537910476327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot focuses on a man's hand, covered in dust and scratches, straining with all his might, slowly but surely, to push forward against a massive, ancient, black iron door. A pair of rough, rusted iron handcuffs clasped tightly around his wrists, digging into his skin as his muscles tensed, his knuckles whitening from the strain. As he pushed, the heavy door panel creaked open inch by inch with a dull, grating sound of metal against the rough stone floor. A narrow, bright, cold white light pierced through the widening gap in the door, striking against the near-total darkness. This light cast a sharp, ever-broadening streak across the ground, illuminating the cold metal of the handcuffs and the dusty texture of the back of his hand. The image, shimmering with cold tones and stark contrasts, creates a sense of intense oppression and struggling power, while also conveying a tense atmosphere of hope, a desire to break free from constraints and reach the unknown.", + "seed": 5704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_8170_seed_5704_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.035633223783224824, + "vlm_logprob": -0.035633223783224824, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.035633223783224824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11844498664140701 + ], + "opposite_logprob_tokens": [ + -2.2434449195861816 + ], + "logprob_reward": -0.11844498664140701, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11844498664140701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3187520503997803, + 0.07194440811872482, + 0.050666552037000656, + 0.0519581213593483, + 0.06932941824197769, + 0.06654945760965347, + 0.04637840390205383, + 0.08551213145256042, + 0.13609112799167633, + 0.10281830281019211 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.11844498664140701 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029840786010026932 + ], + "opposite_logprob_tokens": [ + -3.5298407077789307 + ], + "logprob_reward": -0.029840786010026932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029840786010026932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2003002166748047, + 0.0942201018333435, + 0.11225078999996185, + 0.13421732187271118, + 0.042117051780223846, + 0.04817710071802139, + 0.13058891892433167, + 0.0884556844830513, + 0.07014328241348267, + 0.07952950149774551 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.029840786010026932 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296110332012177 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.023296110332012177, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296110332012177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17437444627285004, + 0.1371644288301468, + 0.14047545194625854, + 0.1756732314825058, + 0.07017666101455688, + 0.03257889673113823, + 0.0704478845000267, + 0.08303052186965942, + 0.05120685324072838, + 0.0648716390132904 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.023296110332012177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093838855624199 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093838855624199, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093838855624199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.104795441031456, + 0.0439031645655632, + 0.04454459995031357, + 0.06329052150249481, + 0.11540456116199493, + 0.16386565566062927, + 0.15925534069538116, + 0.05036978796124458, + 0.07686503976583481, + 0.17770586907863617 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.004093838855624199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024903970770537853 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024903970770537853, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024903970770537853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1137801855802536, + 0.04818159341812134, + 0.05518779158592224, + 0.07659158855676651, + 0.04622479900717735, + 0.06498350948095322, + 0.18656150996685028, + 0.08604104816913605, + 0.12048397958278656, + 0.20196400582790375 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.0024903970770537853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot focuses on a man's hand, covered in dust and scratches, straining with all his might, slowly but surely, to push forward against a massive, ancient, black iron door. A pair of rough, rusted iron handcuffs clasped tightly around his wrists, digging into his skin as his muscles tensed, his knuckles whitening from the strain. As he pushed, the heavy door panel creaked open inch by inch with a dull, grating sound of metal against the rough stone floor. A narrow, bright, cold white light pierced through the widening gap in the door, striking against the near-total darkness. This light cast a sharp, ever-broadening streak across the ground, illuminating the cold metal of the handcuffs and the dusty texture of the back of his hand. The image, shimmering with cold tones and stark contrasts, creates a sense of intense oppression and struggling power, while also conveying a tense atmosphere of hope, a desire to break free from constraints and reach the unknown.", + "seed": 5705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_6/index_8170_seed_5705_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030558555480092765, + "vlm_logprob": -0.030558555480092765, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.030558555480092765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0946664810180664 + ], + "opposite_logprob_tokens": [ + -2.4696664810180664 + ], + "logprob_reward": -0.0946664810180664, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0946664810180664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09746599942445755, + 0.04998965561389923, + 0.07022484391927719, + 0.03732941672205925, + 0.051207996904850006, + 0.06048200652003288, + 0.1779194325208664, + 0.20032905042171478, + 0.13928751647472382, + 0.11576412618160248 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.0946664810180664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381144300103188 + ], + "opposite_logprob_tokens": [ + -3.651381254196167 + ], + "logprob_reward": -0.026381144300103188, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381144300103188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044991206377744675, + 0.029768243432044983, + 0.05132870376110077, + 0.0351208820939064, + 0.030048230662941933, + 0.01887613907456398, + 0.07630088925361633, + 0.019234314560890198, + 0.5956345796585083, + 0.09869678318500519 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.026381144300103188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356181129813194 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356181129813194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356181129813194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07342920452356339, + 0.03649631515145302, + 0.05583424121141434, + 0.09265933185815811, + 0.06909577548503876, + 0.03375338390469551, + 0.0753205195069313, + 0.02659166231751442, + 0.4483513832092285, + 0.08846816420555115 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.026356181129813194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319126108661294 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.00319126108661294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319126108661294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015370244160294533, + 0.017422745004296303, + 0.020591026172041893, + 0.015714170411229134, + 0.061896879225969315, + 0.02924356795847416, + 0.10580146312713623, + 0.1564781665802002, + 0.42803138494491577, + 0.14945031702518463 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.00319126108661294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle view focusing on a man's hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's hand covered in dust and scratches while pushing against a massive black iron door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rough, rusted iron handcuffs visible clasped tightly around the man's wrists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a narrow, bright, cold white light pierce through the widening gap in the door?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by cold tones, stark contrasts, and a near-total darkness environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021977098658680916 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021977098658680916, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021977098658680916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0355202741920948, + 0.01880425214767456, + 0.01735711842775345, + 0.007278800942003727, + 0.032128117978572845, + 0.014649156481027603, + 0.054611656814813614, + 0.04130803793668747, + 0.6721640825271606, + 0.10617846995592117 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0021977098658680916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_tensor([2180, 2180])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_tensor([2180, 2180])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f3044c926eeb54c55d9ccc2322faed0f640db39a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_tensor([2180, 2180])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, slowly advancing, captures the relentless arrival of winter on a delicate Japanese honeysuckle vine. Slender, intertwining tendrils are visibly covered in a coating of crystal frost, their intricate, feathery ice structures meticulously formed in real time. Each trumpet-shaped blossom, frozen in fragile perfection, is precisely framed with shimmering ice, gleaming in the cold, diffused morning light. The entire scene is rendered in stark cinematic realism, with heavily desaturated color gradients draining all warmth from the frame, leaving only a palette of bright, pale whites and deep pastel greens against a soft-focus, dark, and blurred background. Slow, deliberate camera movements enhance the quiet, somber atmosphere, focusing on the beautiful yet harsh transformation of nature as it becomes firmly encased in its icy crust.", + "seed": 24089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_2180_seed_24089_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009763834113255144, + "vlm_logprob": -0.009763834113255144, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.009763834113255144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024604661390185356 + ], + "opposite_logprob_tokens": [ + -3.774604558944702 + ], + "logprob_reward": -0.024604661390185356, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024604661390185356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28017115592956543, + 0.11656178534030914, + 0.06395748257637024, + 0.08716090023517609, + 0.038504667580127716, + 0.04328398033976555, + 0.04595644026994705, + 0.03699745610356331, + 0.1482846885919571, + 0.1391214281320572 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.024604661390185356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007652846165001392 + ], + "opposite_logprob_tokens": [ + -4.882652759552002 + ], + "logprob_reward": -0.007652846165001392, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007652846165001392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21200543642044067, + 0.3493667244911194, + 0.0324723981320858, + 0.021419022232294083, + 0.014660099521279335, + 0.014296009205281734, + 0.028771528974175453, + 0.015225976705551147, + 0.047782327979803085, + 0.2640005052089691 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.007652846165001392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198066795244813 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.002198066795244813, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198066795244813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10187589377164841, + 0.13947369158267975, + 0.04018653556704521, + 0.07753042131662369, + 0.03969539329409599, + 0.035292331129312515, + 0.062003638595342636, + 0.0547388419508934, + 0.11535176634788513, + 0.33385148644447327 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.002198066795244813 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3918590843677521, + 0.22267559170722961, + 0.09994661062955856, + 0.02805102989077568, + 0.027824293822050095, + 0.01938772387802601, + 0.04199173301458359, + 0.06379189342260361, + 0.036940786987543106, + 0.06753130257129669 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007632262073457241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731334142386913 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731334142386913, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731334142386913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08712369203567505, + 0.5176650285720825, + 0.062488581985235214, + 0.03721478581428528, + 0.037878770381212234, + 0.045564960688352585, + 0.03726803511381149, + 0.03772634640336037, + 0.08284895867109299, + 0.05422079935669899 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.006731334142386913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly advancing, captures the relentless arrival of winter on a delicate Japanese honeysuckle vine. Slender, intertwining tendrils are visibly covered in a coating of crystal frost, their intricate, feathery ice structures meticulously formed in real time. Each trumpet-shaped blossom, frozen in fragile perfection, is precisely framed with shimmering ice, gleaming in the cold, diffused morning light. The entire scene is rendered in stark cinematic realism, with heavily desaturated color gradients draining all warmth from the frame, leaving only a palette of bright, pale whites and deep pastel greens against a soft-focus, dark, and blurred background. Slow, deliberate camera movements enhance the quiet, somber atmosphere, focusing on the beautiful yet harsh transformation of nature as it becomes firmly encased in its icy crust.", + "seed": 24090, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_2180_seed_24090_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015206438023597002, + "vlm_logprob": -0.015206438023597002, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.015206438023597002, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03171771764755249 + ], + "opposite_logprob_tokens": [ + -3.5317177772521973 + ], + "logprob_reward": -0.03171771764755249, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03171771764755249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1367645412683487, + 0.09527132660150528, + 0.04632510617375374, + 0.22614111006259918, + 0.07710395753383636, + 0.019317414611577988, + 0.04068050533533096, + 0.10410844534635544, + 0.09829195588827133, + 0.15599565207958221 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.03171771764755249 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376035064458847 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026376035064458847, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376035064458847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31445491313934326, + 0.11682060360908508, + 0.03265132009983063, + 0.2899649441242218, + 0.033778879791498184, + 0.01998773403465748, + 0.011971370317041874, + 0.054297104477882385, + 0.03692932799458504, + 0.08914384245872498 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026376035064458847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11439964920282364, + 0.1053871363401413, + 0.042096640914678574, + 0.5005121231079102, + 0.03743712976574898, + 0.02420980855822563, + 0.03314198926091194, + 0.04096845164895058, + 0.025095615535974503, + 0.07675141841173172 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10193545371294022, + 0.06382118165493011, + 0.05024019628763199, + 0.42291784286499023, + 0.05185914784669876, + 0.04289437085390091, + 0.04003588855266571, + 0.12721364200115204, + 0.015159137547016144, + 0.08392316848039627 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.006739386357367039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248814355581999 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248814355581999, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248814355581999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719315707683563, + 0.08437515795230865, + 0.048482440412044525, + 0.14294494688510895, + 0.05046303942799568, + 0.047531608492136, + 0.08889029175043106, + 0.24408195912837982, + 0.1531817615032196, + 0.032855670899152756 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.005248814355581999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly advancing, captures the relentless arrival of winter on a delicate Japanese honeysuckle vine. Slender, intertwining tendrils are visibly covered in a coating of crystal frost, their intricate, feathery ice structures meticulously formed in real time. Each trumpet-shaped blossom, frozen in fragile perfection, is precisely framed with shimmering ice, gleaming in the cold, diffused morning light. The entire scene is rendered in stark cinematic realism, with heavily desaturated color gradients draining all warmth from the frame, leaving only a palette of bright, pale whites and deep pastel greens against a soft-focus, dark, and blurred background. Slow, deliberate camera movements enhance the quiet, somber atmosphere, focusing on the beautiful yet harsh transformation of nature as it becomes firmly encased in its icy crust.", + "seed": 24091, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_2180_seed_24091_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015134300431236624, + "vlm_logprob": -0.015134300431236624, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.015134300431236624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024782486259937286 + ], + "opposite_logprob_tokens": [ + -3.774782419204712 + ], + "logprob_reward": -0.024782486259937286, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024782486259937286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722581386566162, + 0.07325590401887894, + 0.09941830486059189, + 0.2322547435760498, + 0.05004103109240532, + 0.09404795616865158, + 0.07648389041423798, + 0.048734989017248154, + 0.09194096177816391, + 0.06156409904360771 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.024782486259937286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637290023267269 + ], + "opposite_logprob_tokens": [ + -3.6513729095458984 + ], + "logprob_reward": -0.02637290023267269, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637290023267269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2199307531118393, + 0.28877824544906616, + 0.06775587052106857, + 0.07408204674720764, + 0.05558359622955322, + 0.032452862709760666, + 0.06340748071670532, + 0.05843665823340416, + 0.06978026777505875, + 0.06979214400053024 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02637290023267269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07401341199874878, + 0.10399316996335983, + 0.07608365267515182, + 0.1389249861240387, + 0.0835895910859108, + 0.23397275805473328, + 0.07678690552711487, + 0.0933147743344307, + 0.030323751270771027, + 0.08899709582328796 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072122380137444 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072122380137444, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072122380137444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1536049097776413, + 0.13275332748889923, + 0.04080323874950409, + 0.1846868097782135, + 0.05429311841726303, + 0.1084408387541771, + 0.0500698946416378, + 0.05983154848217964, + 0.08989471197128296, + 0.12562157213687897 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.016072122380137444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250474438071251 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250474438071251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250474438071251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10272657871246338, + 0.1867446005344391, + 0.0424567312002182, + 0.061135657131671906, + 0.09144085645675659, + 0.13859577476978302, + 0.1074303388595581, + 0.056345321238040924, + 0.10648944973945618, + 0.1066347137093544 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.005250474438071251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slowly advancing, captures the relentless arrival of winter on a delicate Japanese honeysuckle vine. Slender, intertwining tendrils are visibly covered in a coating of crystal frost, their intricate, feathery ice structures meticulously formed in real time. Each trumpet-shaped blossom, frozen in fragile perfection, is precisely framed with shimmering ice, gleaming in the cold, diffused morning light. The entire scene is rendered in stark cinematic realism, with heavily desaturated color gradients draining all warmth from the frame, leaving only a palette of bright, pale whites and deep pastel greens against a soft-focus, dark, and blurred background. Slow, deliberate camera movements enhance the quiet, somber atmosphere, focusing on the beautiful yet harsh transformation of nature as it becomes firmly encased in its icy crust.", + "seed": 24092, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_7/index_2180_seed_24092_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03214227892458439, + "vlm_logprob": -0.03214227892458439, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03214227892458439, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06515663117170334 + ], + "opposite_logprob_tokens": [ + -2.8151566982269287 + ], + "logprob_reward": -0.06515663117170334, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06515663117170334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07078944891691208, + 0.025776579976081848, + 0.023437943309545517, + 0.02032342180609703, + 0.007923724129796028, + 0.09454356878995895, + 0.029032832011580467, + 0.0193722415715456, + 0.6217967867851257, + 0.08700352907180786 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.06515663117170334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790201723575592 + ], + "opposite_logprob_tokens": [ + -2.5790202617645264 + ], + "logprob_reward": -0.0790201723575592, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790201723575592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15060186386108398, + 0.02722758986055851, + 0.03360811248421669, + 0.01073090173304081, + 0.02984026074409485, + 0.09091855585575104, + 0.028053104877471924, + 0.027223076671361923, + 0.2537599802017212, + 0.3480364978313446 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0790201723575592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950473714619875 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950473714619875, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950473714619875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07288548350334167, + 0.0535016767680645, + 0.029217803850769997, + 0.018833452835679054, + 0.017661239951848984, + 0.06855233013629913, + 0.059948213398456573, + 0.04580288380384445, + 0.5320309400558472, + 0.10156600922346115 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005950473714619875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1274155229330063, + 0.07012990117073059, + 0.04063798114657402, + 0.02889796532690525, + 0.03462563827633858, + 0.26070088148117065, + 0.04253694415092468, + 0.028351176530122757, + 0.21082964539527893, + 0.15587429702281952 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese honeysuckle vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the tendrils covered in a coating of crystal frost with intricate ice structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are trumpet-shaped blossoms visible, framed with shimmering ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color palette heavily desaturated, featuring bright pale whites and deep pastel greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and deliberately while the background remains soft-focus and blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634828772395849 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634828772395849, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634828772395849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0936729684472084, + 0.031086815521121025, + 0.022546445950865746, + 0.02514573559165001, + 0.03293872997164726, + 0.2989705801010132, + 0.06569395959377289, + 0.07430647313594818, + 0.15625250339508057, + 0.19938573241233826 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.004634828772395849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_tensor([8690, 8690])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_tensor([8690, 8690])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e838b8e234c11893579ad7b88a79a9bd1fa3cf1a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_tensor([8690, 8690])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-close shot, shot from a low angle, focuses on a snooker player, his expression as resolute as a stone Buddha, as he leans in for the decisive moment of aiming. He has meticulously styled short black hair, a sharp face, and tightly pursed lips. He wears a tailored black vest over a pure white, long-sleeved shirt, the cuffs neatly buttoned. He leans forward, his upper body almost parallel to the emerald green snooker table. His left hand rests firmly on the smooth fabric, his fingers forming a perfect V-shape. His right hand grips the end of a smooth wooden cue, his chin almost touching it. A single spotlight, suspended directly above the table, provides the sole source of light. Its intense, concentrated, cool white light casts hard, sharp shadows on his face and arms, sculpting the contours of muscle and bone while plunging the background into a profound darkness. His gaze, sharp as an eagle's, follows the straight line of his cue stick, precisely locked onto a crystal-white cue ball and a vibrant red target ball at the far end. The two balls reflect sharp highlights in the light. The entire scene is rendered in a graphic style with sharp angles and minimalist colors. The image is composed of vast expanses of deep black, pure white, and the emerald green of the table. The red target ball is the only bright spot of color, creating an atmosphere of intense focus, calmness, and inner tension, as if time has stood still for him in this moment.", + "seed": 13983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_8690_seed_13983_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021675582975149155, + "vlm_logprob": -0.021675582975149155, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.021675582975149155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01965487189590931 + ], + "opposite_logprob_tokens": [ + -4.519654750823975 + ], + "logprob_reward": -0.01965487189590931, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01965487189590931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3915542662143707, + 0.08674751967191696, + 0.03900342434644699, + 0.0375492237508297, + 0.026653436943888664, + 0.047674186527729034, + 0.05335170403122902, + 0.04559424892067909, + 0.1327122002840042, + 0.13915975391864777 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01965487189590931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307892918586731 + ], + "opposite_logprob_tokens": [ + -3.168078899383545 + ], + "logprob_reward": -0.04307892918586731, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307892918586731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3128340244293213, + 0.07238523662090302, + 0.0370609275996685, + 0.03427577391266823, + 0.03268177807331085, + 0.02688254415988922, + 0.03297904506325722, + 0.07343791425228119, + 0.10670645534992218, + 0.2707563042640686 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04307892918586731 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1017712727189064, + 0.03607076406478882, + 0.03357170522212982, + 0.079429991543293, + 0.02573275938630104, + 0.028848236426711082, + 0.06278370320796967, + 0.06178339198231697, + 0.27785924077033997, + 0.2921489477157593 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576467737555504 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576467737555504, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576467737555504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36703455448150635, + 0.1521977037191391, + 0.1190711185336113, + 0.06651995331048965, + 0.055218372493982315, + 0.0366801880300045, + 0.027449822053313255, + 0.059000540524721146, + 0.06768570840358734, + 0.049141984432935715 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020576467737555504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529702857136726 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012529702857136726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529702857136726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33315613865852356, + 0.05512174963951111, + 0.03325263783335686, + 0.02224753424525261, + 0.017875123769044876, + 0.0469936728477478, + 0.03313850611448288, + 0.035657741129398346, + 0.06798457354307175, + 0.3545723259449005 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012529702857136726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-close shot, shot from a low angle, focuses on a snooker player, his expression as resolute as a stone Buddha, as he leans in for the decisive moment of aiming. He has meticulously styled short black hair, a sharp face, and tightly pursed lips. He wears a tailored black vest over a pure white, long-sleeved shirt, the cuffs neatly buttoned. He leans forward, his upper body almost parallel to the emerald green snooker table. His left hand rests firmly on the smooth fabric, his fingers forming a perfect V-shape. His right hand grips the end of a smooth wooden cue, his chin almost touching it. A single spotlight, suspended directly above the table, provides the sole source of light. Its intense, concentrated, cool white light casts hard, sharp shadows on his face and arms, sculpting the contours of muscle and bone while plunging the background into a profound darkness. His gaze, sharp as an eagle's, follows the straight line of his cue stick, precisely locked onto a crystal-white cue ball and a vibrant red target ball at the far end. The two balls reflect sharp highlights in the light. The entire scene is rendered in a graphic style with sharp angles and minimalist colors. The image is composed of vast expanses of deep black, pure white, and the emerald green of the table. The red target ball is the only bright spot of color, creating an atmosphere of intense focus, calmness, and inner tension, as if time has stood still for him in this moment.", + "seed": 13984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_8690_seed_13984_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03895203173160553, + "vlm_logprob": -0.03895203173160553, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03895203173160553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06708867102861404 + ], + "opposite_logprob_tokens": [ + -2.9420886039733887 + ], + "logprob_reward": -0.06708867102861404, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06708867102861404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20547665655612946, + 0.15797832608222961, + 0.09092332422733307, + 0.13146623969078064, + 0.0989714115858078, + 0.11639443039894104, + 0.03297482430934906, + 0.01908208429813385, + 0.08005771785974503, + 0.06667498499155045 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.06708867102861404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900938391685486 + ], + "opposite_logprob_tokens": [ + -2.5790092945098877 + ], + "logprob_reward": -0.07900938391685486, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900938391685486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17729531228542328, + 0.0956907719373703, + 0.08946545422077179, + 0.048558399081230164, + 0.0615340918302536, + 0.2573840618133545, + 0.024548804387450218, + 0.014314909465610981, + 0.13470017910003662, + 0.09650805592536926 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.07900938391685486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347124949097633 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347124949097633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347124949097633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2570390999317169, + 0.1874297559261322, + 0.11277902871370316, + 0.12569265067577362, + 0.07993751019239426, + 0.0355755053460598, + 0.02414158545434475, + 0.03545791283249855, + 0.08768782019615173, + 0.05425909161567688 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026347124949097633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539473362267017 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539473362267017, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539473362267017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11895064264535904, + 0.10055464506149292, + 0.16074633598327637, + 0.4648946523666382, + 0.0408644862473011, + 0.023785775527358055, + 0.01904040016233921, + 0.014908517710864544, + 0.02412930317223072, + 0.032125238329172134 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.012539473362267017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775505401194096 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775505401194096, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775505401194096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20861761271953583, + 0.15603096783161163, + 0.09198292344808578, + 0.050178222358226776, + 0.09282931685447693, + 0.2646246552467346, + 0.022905224934220314, + 0.022220510989427567, + 0.04417742043733597, + 0.04643312469124794 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.009775505401194096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-close shot, shot from a low angle, focuses on a snooker player, his expression as resolute as a stone Buddha, as he leans in for the decisive moment of aiming. He has meticulously styled short black hair, a sharp face, and tightly pursed lips. He wears a tailored black vest over a pure white, long-sleeved shirt, the cuffs neatly buttoned. He leans forward, his upper body almost parallel to the emerald green snooker table. His left hand rests firmly on the smooth fabric, his fingers forming a perfect V-shape. His right hand grips the end of a smooth wooden cue, his chin almost touching it. A single spotlight, suspended directly above the table, provides the sole source of light. Its intense, concentrated, cool white light casts hard, sharp shadows on his face and arms, sculpting the contours of muscle and bone while plunging the background into a profound darkness. His gaze, sharp as an eagle's, follows the straight line of his cue stick, precisely locked onto a crystal-white cue ball and a vibrant red target ball at the far end. The two balls reflect sharp highlights in the light. The entire scene is rendered in a graphic style with sharp angles and minimalist colors. The image is composed of vast expanses of deep black, pure white, and the emerald green of the table. The red target ball is the only bright spot of color, creating an atmosphere of intense focus, calmness, and inner tension, as if time has stood still for him in this moment.", + "seed": 13985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_8690_seed_13985_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02576302506495267, + "vlm_logprob": -0.02576302506495267, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02576302506495267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03152564540505409 + ], + "opposite_logprob_tokens": [ + -3.9065256118774414 + ], + "logprob_reward": -0.03152564540505409, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03152564540505409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03267161548137665, + 0.7569153904914856, + 0.07459456473588943, + 0.02285134047269821, + 0.018663974478840828, + 0.012838748283684254, + 0.015457438305020332, + 0.014612150378525257, + 0.015491574071347713, + 0.035903166979551315 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.03152564540505409 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048667266964912415 + ], + "opposite_logprob_tokens": [ + -3.0486671924591064 + ], + "logprob_reward": -0.048667266964912415, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048667266964912415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03936516493558884, + 0.839054524898529, + 0.043752286583185196, + 0.008615178056061268, + 0.008752823807299137, + 0.005957148503512144, + 0.014542460441589355, + 0.009488201700150967, + 0.006421750411391258, + 0.02405044436454773 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.048667266964912415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577402785420418 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.020577402785420418, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577402785420418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04337314888834953, + 0.9045783877372742, + 0.00695897126570344, + 0.012286029756069183, + 0.005006937310099602, + 0.007857135497033596, + 0.005487827118486166, + 0.0016038157045841217, + 0.00562690244987607, + 0.007220908533781767 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.020577402785420418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336094364523888 + ], + "opposite_logprob_tokens": [ + -3.651336193084717 + ], + "logprob_reward": -0.026336094364523888, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336094364523888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05090944468975067, + 0.09936963021755219, + 0.13027645647525787, + 0.02299201488494873, + 0.057913072407245636, + 0.02934633567929268, + 0.05232119560241699, + 0.028491539880633354, + 0.034234363585710526, + 0.49414587020874023 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.026336094364523888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017087158048525453 + ], + "opposite_logprob_tokens": [ + -6.376708507537842 + ], + "logprob_reward": -0.0017087158048525453, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017087158048525453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042549122124910355, + 0.8080500364303589, + 0.03360683098435402, + 0.012476664036512375, + 0.0069054365158081055, + 0.00676393136382103, + 0.019296493381261826, + 0.026186035946011543, + 0.01150920893996954, + 0.032656218856573105 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0017087158048525453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-close shot, shot from a low angle, focuses on a snooker player, his expression as resolute as a stone Buddha, as he leans in for the decisive moment of aiming. He has meticulously styled short black hair, a sharp face, and tightly pursed lips. He wears a tailored black vest over a pure white, long-sleeved shirt, the cuffs neatly buttoned. He leans forward, his upper body almost parallel to the emerald green snooker table. His left hand rests firmly on the smooth fabric, his fingers forming a perfect V-shape. His right hand grips the end of a smooth wooden cue, his chin almost touching it. A single spotlight, suspended directly above the table, provides the sole source of light. Its intense, concentrated, cool white light casts hard, sharp shadows on his face and arms, sculpting the contours of muscle and bone while plunging the background into a profound darkness. His gaze, sharp as an eagle's, follows the straight line of his cue stick, precisely locked onto a crystal-white cue ball and a vibrant red target ball at the far end. The two balls reflect sharp highlights in the light. The entire scene is rendered in a graphic style with sharp angles and minimalist colors. The image is composed of vast expanses of deep black, pure white, and the emerald green of the table. The red target ball is the only bright spot of color, creating an atmosphere of intense focus, calmness, and inner tension, as if time has stood still for him in this moment.", + "seed": 13986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_8/index_8690_seed_13986_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01798421870917082, + "vlm_logprob": -0.01798421870917082, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.01798421870917082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025175124406814575 + ], + "opposite_logprob_tokens": [ + -4.275175094604492 + ], + "logprob_reward": -0.025175124406814575, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.025175124406814575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36526960134506226, + 0.18473239243030548, + 0.15761947631835938, + 0.04349374771118164, + 0.04405565559864044, + 0.04347839578986168, + 0.05101270228624344, + 0.03325028717517853, + 0.04265863820910454, + 0.03442910686135292 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.025175124406814575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813364148139954 + ], + "opposite_logprob_tokens": [ + -3.529813289642334 + ], + "logprob_reward": -0.029813364148139954, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813364148139954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31263527274131775, + 0.1821671724319458, + 0.2858521342277527, + 0.03888155519962311, + 0.059115998446941376, + 0.044315095990896225, + 0.032242029905319214, + 0.015579626895487309, + 0.00920820515602827, + 0.020002909004688263 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.029813364148139954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076261102221906185 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.0076261102221906185, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076261102221906185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42308008670806885, + 0.06446810811758041, + 0.16877730190753937, + 0.0913761705160141, + 0.05868761986494064, + 0.07507354021072388, + 0.03483463078737259, + 0.028544709086418152, + 0.02001747488975525, + 0.035140350461006165 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0076261102221906185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25006604194641113, + 0.15768282115459442, + 0.24967214465141296, + 0.21998441219329834, + 0.015425272285938263, + 0.025587085634469986, + 0.023189257830381393, + 0.018558841198682785, + 0.017530640587210655, + 0.022303476929664612 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02057681791484356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, medium-close shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a tailored black vest over a pure white long-sleeved shirt with neatly buttoned cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player leaning forward with his upper body almost parallel to an emerald green snooker table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single suspended spotlight casting hard shadows and plunging the background into darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style rendered in a graphic manner with sharp angles and a color palette of deep black, pure white, and emerald green?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729676853865385 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729676853865385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729676853865385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4963221848011017, + 0.14951065182685852, + 0.23304198682308197, + 0.03169223293662071, + 0.015922628343105316, + 0.010181021876633167, + 0.025017669424414635, + 0.015530128963291645, + 0.009408371523022652, + 0.013373070396482944 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.006729676853865385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_tensor([222, 222])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_tensor([222, 222])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4916ad04daa3234df5843a94804391a8d78ae392 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_tensor([222, 222])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle shot, rendered in a delicate watercolor and pen-and-ink style, slowly tilts down over Venice's rain-soaked terracotta rooftops, revealing a maze of narrow canals. The camera then switches to an eye-level perspective, gently panning over the water's surface as sleek, black-painted gondolas, their shapes defined by fine, crisp ink lines, gently sway rhythmically. The weathered facades of the buildings on either side are captured in soft ochre, terracotta, and faded rose, their arched windows and iron balconies outlined by the effortless hand of an artist. A steady rain shower, depicted with delicate slashing brushstrokes, falls steadily from a diluted, gray-washed sky, each drop kissing the murky green canal water, creating a complex, expanding pattern of concentric ripples that beautifully distort the soft reflections. The entire scene is bathed in the soft, diffuse light characteristic of an overcast day, eliminating harsh shadows and imbuing the image with a cool color temperature and a profound atmosphere of tranquility, romance, and serenity.", + "seed": 31350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_222_seed_31350_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013469563890248537, + "vlm_logprob": -0.013469563890248537, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013469563890248537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016694016754627228 + ], + "opposite_logprob_tokens": [ + -4.141694068908691 + ], + "logprob_reward": -0.016694016754627228, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016694016754627228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4861258864402771, + 0.06899494677782059, + 0.07726141810417175, + 0.02868865616619587, + 0.01997482217848301, + 0.047925226390361786, + 0.19632534682750702, + 0.01378579530864954, + 0.03721826151013374, + 0.02369963377714157 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.016694016754627228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209755696356297 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209755696356297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209755696356297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3886975049972534, + 0.1085885688662529, + 0.03519248589873314, + 0.025579897686839104, + 0.01760171353816986, + 0.02062092535197735, + 0.3612476587295532, + 0.014685808680951595, + 0.009765131399035454, + 0.01802035979926586 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014209755696356297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200088929384947 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.002200088929384947, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200088929384947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48765334486961365, + 0.06849789619445801, + 0.08389414846897125, + 0.043632980436086655, + 0.025948017835617065, + 0.06463219225406647, + 0.0715457871556282, + 0.036417048424482346, + 0.04398704320192337, + 0.07379154860973358 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.002200088929384947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179461359977722 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179461359977722, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179461359977722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2891257405281067, + 0.06332307308912277, + 0.016478227451443672, + 0.023591037839651108, + 0.02472475729882717, + 0.035251110792160034, + 0.41640645265579224, + 0.04203753545880318, + 0.043045662343502045, + 0.046016380190849304 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.018179461359977722 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064496710896492 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064496710896492, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064496710896492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2924104928970337, + 0.16010743379592896, + 0.08801864087581635, + 0.03093772754073143, + 0.013714523985981941, + 0.03594565764069557, + 0.2915257215499878, + 0.020359758287668228, + 0.029627256095409393, + 0.037352774292230606 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016064496710896492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a delicate watercolor and pen-and-ink style, slowly tilts down over Venice's rain-soaked terracotta rooftops, revealing a maze of narrow canals. The camera then switches to an eye-level perspective, gently panning over the water's surface as sleek, black-painted gondolas, their shapes defined by fine, crisp ink lines, gently sway rhythmically. The weathered facades of the buildings on either side are captured in soft ochre, terracotta, and faded rose, their arched windows and iron balconies outlined by the effortless hand of an artist. A steady rain shower, depicted with delicate slashing brushstrokes, falls steadily from a diluted, gray-washed sky, each drop kissing the murky green canal water, creating a complex, expanding pattern of concentric ripples that beautifully distort the soft reflections. The entire scene is bathed in the soft, diffuse light characteristic of an overcast day, eliminating harsh shadows and imbuing the image with a cool color temperature and a profound atmosphere of tranquility, romance, and serenity.", + "seed": 31351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_222_seed_31351_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019725941494107245, + "vlm_logprob": -0.019725941494107245, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.019725941494107245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024781789630651474 + ], + "opposite_logprob_tokens": [ + -3.7747817039489746 + ], + "logprob_reward": -0.024781789630651474, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024781789630651474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36643195152282715, + 0.4257275462150574, + 0.0540638267993927, + 0.018993474543094635, + 0.028245437890291214, + 0.014430280774831772, + 0.02405461296439171, + 0.014972799457609653, + 0.03380846604704857, + 0.019271619617938995 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.024781789630651474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.194169282913208, + 0.41978418827056885, + 0.10739518702030182, + 0.078953318297863, + 0.03391622379422188, + 0.03198467940092087, + 0.04900231212377548, + 0.027594303712248802, + 0.04328283295035362, + 0.013917747884988785 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036200247704982758 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036200247704982758, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036200247704982758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4300288259983063, + 0.15345638990402222, + 0.05185309797525406, + 0.08225681632757187, + 0.056749675422906876, + 0.0492168590426445, + 0.05546161159873009, + 0.03299964219331741, + 0.054692864418029785, + 0.033284228295087814 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0036200247704982758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580556243658066 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580556243658066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580556243658066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1316836178302765, + 0.4055386185646057, + 0.042268164455890656, + 0.031259771436452866, + 0.025197915732860565, + 0.03305072337388992, + 0.06696898490190506, + 0.058875538408756256, + 0.15298707783222198, + 0.0521695502102375 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.020580556243658066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338648051023483 + ], + "opposite_logprob_tokens": [ + -3.651338577270508 + ], + "logprob_reward": -0.026338648051023483, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338648051023483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47193095088005066, + 0.2689850330352783, + 0.08464713394641876, + 0.025922423228621483, + 0.02177438884973526, + 0.027234874665737152, + 0.028952883556485176, + 0.02131449617445469, + 0.02837236598134041, + 0.020865442231297493 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026338648051023483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a delicate watercolor and pen-and-ink style, slowly tilts down over Venice's rain-soaked terracotta rooftops, revealing a maze of narrow canals. The camera then switches to an eye-level perspective, gently panning over the water's surface as sleek, black-painted gondolas, their shapes defined by fine, crisp ink lines, gently sway rhythmically. The weathered facades of the buildings on either side are captured in soft ochre, terracotta, and faded rose, their arched windows and iron balconies outlined by the effortless hand of an artist. A steady rain shower, depicted with delicate slashing brushstrokes, falls steadily from a diluted, gray-washed sky, each drop kissing the murky green canal water, creating a complex, expanding pattern of concentric ripples that beautifully distort the soft reflections. The entire scene is bathed in the soft, diffuse light characteristic of an overcast day, eliminating harsh shadows and imbuing the image with a cool color temperature and a profound atmosphere of tranquility, romance, and serenity.", + "seed": 31352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_222_seed_31352_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01104948865249753, + "vlm_logprob": -0.01104948865249753, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01104948865249753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011284339241683483 + ], + "opposite_logprob_tokens": [ + -4.636284351348877 + ], + "logprob_reward": -0.011284339241683483, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011284339241683483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1995367854833603, + 0.14522236585617065, + 0.07971344143152237, + 0.1591530740261078, + 0.033187270164489746, + 0.03453287482261658, + 0.2090342938899994, + 0.021092671900987625, + 0.04255389794707298, + 0.07597332447767258 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.011284339241683483 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554306536912918 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012554306536912918, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554306536912918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3598523736000061, + 0.13408245146274567, + 0.07892943173646927, + 0.15554498136043549, + 0.02417735755443573, + 0.01554151251912117, + 0.12651664018630981, + 0.015126475133001804, + 0.030575381591916084, + 0.05965336412191391 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012554306536912918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100012592971325 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004100012592971325, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100012592971325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21124260127544403, + 0.1139005795121193, + 0.061041321605443954, + 0.2697685658931732, + 0.056194644421339035, + 0.05346165597438812, + 0.10297643393278122, + 0.031076868996024132, + 0.02725277654826641, + 0.0730845257639885 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004100012592971325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734768394380808 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734768394380808, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734768394380808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057945091277360916, + 0.08136892318725586, + 0.02164795808494091, + 0.0554003082215786, + 0.02244376949965954, + 0.009116960689425468, + 0.36760103702545166, + 0.02983076497912407, + 0.03330441191792488, + 0.32134076952934265 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.006734768394380808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574016496539116 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574016496539116, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574016496539116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2082546055316925, + 0.06804549694061279, + 0.06960513442754745, + 0.30023300647735596, + 0.04889315739274025, + 0.029028141871094704, + 0.10736125707626343, + 0.01918303780257702, + 0.043601106852293015, + 0.10579497367143631 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.020574016496539116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a delicate watercolor and pen-and-ink style, slowly tilts down over Venice's rain-soaked terracotta rooftops, revealing a maze of narrow canals. The camera then switches to an eye-level perspective, gently panning over the water's surface as sleek, black-painted gondolas, their shapes defined by fine, crisp ink lines, gently sway rhythmically. The weathered facades of the buildings on either side are captured in soft ochre, terracotta, and faded rose, their arched windows and iron balconies outlined by the effortless hand of an artist. A steady rain shower, depicted with delicate slashing brushstrokes, falls steadily from a diluted, gray-washed sky, each drop kissing the murky green canal water, creating a complex, expanding pattern of concentric ripples that beautifully distort the soft reflections. The entire scene is bathed in the soft, diffuse light characteristic of an overcast day, eliminating harsh shadows and imbuing the image with a cool color temperature and a profound atmosphere of tranquility, romance, and serenity.", + "seed": 31353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000278/group_9/index_222_seed_31353_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008271498326212167, + "vlm_logprob": -0.008271498326212167, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.008271498326212167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010814864188432693 + ], + "opposite_logprob_tokens": [ + -4.635814666748047 + ], + "logprob_reward": -0.010814864188432693, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010814864188432693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023142561316490173, + 0.9014836549758911, + 0.03882989659905434, + 0.012503000907599926, + 0.006279079243540764, + 0.005218189209699631, + 0.004971709102392197, + 0.002068550093099475, + 0.0020115149673074484, + 0.003491828916594386 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.010814864188432693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642199285328388 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642199285328388, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642199285328388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03527015075087547, + 0.896635890007019, + 0.05178254097700119, + 0.003492011921480298, + 0.0035853723529726267, + 0.0022322731092572212, + 0.002922750310972333, + 0.0011506668524816632, + 0.0019491934217512608, + 0.0009791391203179955 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.007642199285328388 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031974404118955135 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031974404118955135, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031974404118955135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050641994923353195, + 0.7593311667442322, + 0.07347257435321808, + 0.02212103083729744, + 0.02147817797958851, + 0.011934402398765087, + 0.025335699319839478, + 0.014510385692119598, + 0.008625240996479988, + 0.012549334205687046 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0031974404118955135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634140715003014 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634140715003014, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634140715003014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015648750588297844, + 0.771293580532074, + 0.08993500471115112, + 0.01329814363270998, + 0.012751700356602669, + 0.01988450437784195, + 0.03518413379788399, + 0.007052729371935129, + 0.014600085094571114, + 0.02035137079656124 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.008634140715003014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a watercolor and pen-and-ink style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a high-angle, wide-angle shot of Venice's rain-soaked terracotta rooftops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt down to reveal narrow canals and then switch to an eye-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sleek, black-painted gondolas with fine ink lines visible swaying on the murky green canal water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene depicted with a steady rain shower, a gray-washed sky, and soft, diffuse overcast lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106884703040123 + ], + "opposite_logprob_tokens": [ + -4.511068820953369 + ], + "logprob_reward": -0.01106884703040123, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106884703040123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023111239075660706, + 0.9194572567939758, + 0.036516010761260986, + 0.004285767674446106, + 0.0034518300089985132, + 0.003182207001373172, + 0.00351517042145133, + 0.0035750428214669228, + 0.00089695566566661, + 0.002008540788665414 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01106884703040123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_tensor([8894, 8894])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_tensor([8894, 8894])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..614d3c2c6fe0e4cd51d1e412654d11dab098ddbd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_tensor([8894, 8894])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, shot in a realistic documentary style, closely follows a man as he struggles to push a slender single-speed bicycle through a flooded city street. The scene is rendered in dramatic, high-contrast black and white, its desaturated color palette sharpening every detail. The man, clad in a soaking-drenched dark hooded jacket and trouser legs rolled up to his knees, leans forward with his full weight, his jaw set and his focused gaze betraying an unwavering resolve. Each step forward is a struggle to maintain his footing in the knee-deep, murky floodwaters, the resistance of the current making his progress difficult. The bicycle in his hand, its simple black frame, stands out against the chaotic surroundings, its partially submerged wheels stirring the surface, sending up silvery ripples. The backdrop, the submerged silhouettes of shops and ancient buildings, appear silent and desolate. The dull, overcast light is transformed into a cold realism in the black and white picture, profoundly highlighting the complex texture of the ripples on the water and his struggling posture, creating a heavy atmosphere full of power and silent struggle in despair.", + "seed": 24509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_8894_seed_24509_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13786513898521663, + "vlm_logprob": -0.13786513898521663, + "vlm_yes_no_margin": 2.925000011920929, + "vlm_token_credit": -0.13786513898521663, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5601188540458679 + ], + "opposite_logprob_tokens": [ + -1.1851189136505127 + ], + "logprob_reward": -0.5601188540458679, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.5601188540458679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20135347545146942, + 0.1288209706544876, + 0.18473926186561584, + 0.11925673484802246, + 0.06713265925645828, + 0.036368124186992645, + 0.06248313933610916, + 0.046350374817848206, + 0.11989051103591919, + 0.03360476717352867 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5601188540458679 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014341377653181553 + ], + "opposite_logprob_tokens": [ + -4.264341354370117 + ], + "logprob_reward": -0.014341377653181553, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014341377653181553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054374728351831436, + 0.024106090888381004, + 0.16508422791957855, + 0.6831249594688416, + 0.007406033109873533, + 0.01236593909561634, + 0.004433381371200085, + 0.015535217709839344, + 0.028705473989248276, + 0.004863899201154709 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.014341377653181553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307139292359352 + ], + "opposite_logprob_tokens": [ + -3.1680715084075928 + ], + "logprob_reward": -0.04307139292359352, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307139292359352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10183495283126831, + 0.0327519066631794, + 0.08312516659498215, + 0.290169358253479, + 0.0727883130311966, + 0.02730795182287693, + 0.05363007262349129, + 0.1422693431377411, + 0.16638703644275665, + 0.029735911637544632 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.04307139292359352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708129078149796 + ], + "opposite_logprob_tokens": [ + -3.408708095550537 + ], + "logprob_reward": -0.033708129078149796, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708129078149796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36902934312820435, + 0.027759402990341187, + 0.11238940805196762, + 0.27736517786979675, + 0.020526090636849403, + 0.02383509650826454, + 0.01793229766190052, + 0.024956196546554565, + 0.10958297550678253, + 0.01662403531372547 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.033708129078149796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380859412252903 + ], + "opposite_logprob_tokens": [ + -3.2880859375 + ], + "logprob_reward": -0.0380859412252903, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380859412252903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2677973806858063, + 0.061527498066425323, + 0.1547757238149643, + 0.24205957353115082, + 0.0441862978041172, + 0.018007943406701088, + 0.06045940890908241, + 0.09640560299158096, + 0.02370438724756241, + 0.03107619099318981 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0380859412252903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, shot in a realistic documentary style, closely follows a man as he struggles to push a slender single-speed bicycle through a flooded city street. The scene is rendered in dramatic, high-contrast black and white, its desaturated color palette sharpening every detail. The man, clad in a soaking-drenched dark hooded jacket and trouser legs rolled up to his knees, leans forward with his full weight, his jaw set and his focused gaze betraying an unwavering resolve. Each step forward is a struggle to maintain his footing in the knee-deep, murky floodwaters, the resistance of the current making his progress difficult. The bicycle in his hand, its simple black frame, stands out against the chaotic surroundings, its partially submerged wheels stirring the surface, sending up silvery ripples. The backdrop, the submerged silhouettes of shops and ancient buildings, appear silent and desolate. The dull, overcast light is transformed into a cold realism in the black and white picture, profoundly highlighting the complex texture of the ripples on the water and his struggling posture, creating a heavy atmosphere full of power and silent struggle in despair.", + "seed": 24510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_8894_seed_24510_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18568040067330002, + "vlm_logprob": -0.18568040067330002, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.18568040067330002, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.844064474105835 + ], + "opposite_logprob_tokens": [ + -0.719064474105835 + ], + "logprob_reward": -0.844064474105835, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.844064474105835, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.169049933552742, + 0.11730634421110153, + 0.05906585976481438, + 0.035038869827985764, + 0.16787049174308777, + 0.05712352693080902, + 0.08859925717115402, + 0.08049832284450531, + 0.14162911474704742, + 0.08381830155849457 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.844064474105835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009874190203845501 + ], + "opposite_logprob_tokens": [ + -4.63487434387207 + ], + "logprob_reward": -0.009874190203845501, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009874190203845501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3270699679851532, + 0.05575292557477951, + 0.04057680070400238, + 0.17236284911632538, + 0.07555657625198364, + 0.022763624787330627, + 0.043929919600486755, + 0.12648235261440277, + 0.06690387427806854, + 0.06860112398862839 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.009874190203845501 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865114390850067 + ], + "opposite_logprob_tokens": [ + -3.0486512184143066 + ], + "logprob_reward": -0.04865114390850067, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865114390850067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1009567603468895, + 0.0778614953160286, + 0.021874289959669113, + 0.11473709344863892, + 0.025959646329283714, + 0.02189462259411812, + 0.05334727466106415, + 0.10751000046730042, + 0.05837005376815796, + 0.4174887537956238 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.04865114390850067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17742179334163666, + 0.10844508558511734, + 0.015567178837954998, + 0.025900421664118767, + 0.09814836084842682, + 0.021293912082910538, + 0.040296267718076706, + 0.1520557403564453, + 0.18994669616222382, + 0.1709246039390564 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076214964501559734 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.0076214964501559734, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076214964501559734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848282665014267, + 0.061865415424108505, + 0.03245048224925995, + 0.18952196836471558, + 0.2163400650024414, + 0.11455273628234863, + 0.05865977331995964, + 0.08718917518854141, + 0.020953765138983727, + 0.033638402819633484 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0076214964501559734 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, shot in a realistic documentary style, closely follows a man as he struggles to push a slender single-speed bicycle through a flooded city street. The scene is rendered in dramatic, high-contrast black and white, its desaturated color palette sharpening every detail. The man, clad in a soaking-drenched dark hooded jacket and trouser legs rolled up to his knees, leans forward with his full weight, his jaw set and his focused gaze betraying an unwavering resolve. Each step forward is a struggle to maintain his footing in the knee-deep, murky floodwaters, the resistance of the current making his progress difficult. The bicycle in his hand, its simple black frame, stands out against the chaotic surroundings, its partially submerged wheels stirring the surface, sending up silvery ripples. The backdrop, the submerged silhouettes of shops and ancient buildings, appear silent and desolate. The dull, overcast light is transformed into a cold realism in the black and white picture, profoundly highlighting the complex texture of the ripples on the water and his struggling posture, creating a heavy atmosphere full of power and silent struggle in despair.", + "seed": 24511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_8894_seed_24511_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1866093471646309, + "vlm_logprob": -0.1866093471646309, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.1866093471646309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.7972599267959595 + ], + "opposite_logprob_tokens": [ + -0.9222599267959595 + ], + "logprob_reward": -0.7972599267959595, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.7972599267959595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09239109605550766, + 0.04010407626628876, + 0.049284324049949646, + 0.03528488427400589, + 0.029929811134934425, + 0.13712936639785767, + 0.24690957367420197, + 0.16145573556423187, + 0.14596715569496155, + 0.061543915420770645 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.7972599267959595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00876094400882721 + ], + "opposite_logprob_tokens": [ + -4.758760929107666 + ], + "logprob_reward": -0.00876094400882721, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00876094400882721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04077431559562683, + 0.019528906792402267, + 0.16314248740673065, + 0.03191262111067772, + 0.08155824989080429, + 0.11144690215587616, + 0.12382999807596207, + 0.15676644444465637, + 0.1938876509666443, + 0.07715244591236115 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.00876094400882721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003126293420792 + ], + "opposite_logprob_tokens": [ + -2.69503116607666 + ], + "logprob_reward": -0.07003126293420792, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003126293420792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25688642263412476, + 0.033141788095235825, + 0.08500657230615616, + 0.0209923405200243, + 0.026521680876612663, + 0.08042965084314346, + 0.19048605859279633, + 0.10771714895963669, + 0.06672918796539307, + 0.1320890337228775 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.07003126293420792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033716194331645966 + ], + "opposite_logprob_tokens": [ + -3.4087162017822266 + ], + "logprob_reward": -0.033716194331645966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033716194331645966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07748761028051376, + 0.049924615770578384, + 0.11629867553710938, + 0.06433816254138947, + 0.08214426040649414, + 0.03966154903173447, + 0.10094990581274033, + 0.25928792357444763, + 0.17958159744739532, + 0.030325671657919884 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.033716194331645966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278407752513885 + ], + "opposite_logprob_tokens": [ + -3.7732784748077393 + ], + "logprob_reward": -0.023278407752513885, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278407752513885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1060681939125061, + 0.03767647221684456, + 0.03778284415602684, + 0.051061686128377914, + 0.2512285113334656, + 0.04427053779363632, + 0.22585102915763855, + 0.1959467977285385, + 0.03539314866065979, + 0.014720802195370197 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.023278407752513885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, shot in a realistic documentary style, closely follows a man as he struggles to push a slender single-speed bicycle through a flooded city street. The scene is rendered in dramatic, high-contrast black and white, its desaturated color palette sharpening every detail. The man, clad in a soaking-drenched dark hooded jacket and trouser legs rolled up to his knees, leans forward with his full weight, his jaw set and his focused gaze betraying an unwavering resolve. Each step forward is a struggle to maintain his footing in the knee-deep, murky floodwaters, the resistance of the current making his progress difficult. The bicycle in his hand, its simple black frame, stands out against the chaotic surroundings, its partially submerged wheels stirring the surface, sending up silvery ripples. The backdrop, the submerged silhouettes of shops and ancient buildings, appear silent and desolate. The dull, overcast light is transformed into a cold realism in the black and white picture, profoundly highlighting the complex texture of the ripples on the water and his struggling posture, creating a heavy atmosphere full of power and silent struggle in despair.", + "seed": 24512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_0/index_8894_seed_24512_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13981224969029427, + "vlm_logprob": -0.13981224969029427, + "vlm_yes_no_margin": 3.000000011920929, + "vlm_token_credit": -0.13981224969029427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5886220335960388 + ], + "opposite_logprob_tokens": [ + -1.0886220932006836 + ], + "logprob_reward": -0.5886220335960388, + "yes_no_margin_reward": 0.5000000596046448, + "token_credit_reward": -0.5886220335960388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18928943574428558, + 0.16003793478012085, + 0.07866741716861725, + 0.12850041687488556, + 0.055248040705919266, + 0.09056871384382248, + 0.08512149751186371, + 0.053831957280635834, + 0.08061641454696655, + 0.07811807096004486 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.5886220335960388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01619071327149868 + ], + "opposite_logprob_tokens": [ + -4.141190528869629 + ], + "logprob_reward": -0.01619071327149868, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01619071327149868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32601398229599, + 0.45062533020973206, + 0.05477731674909592, + 0.011713176965713501, + 0.013396809808909893, + 0.07839301973581314, + 0.01414463110268116, + 0.03062182106077671, + 0.006701359525322914, + 0.01361243799328804 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01619071327149868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810429945588112 + ], + "opposite_logprob_tokens": [ + -3.288104295730591 + ], + "logprob_reward": -0.03810429945588112, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810429945588112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07284309715032578, + 0.10004870593547821, + 0.38094809651374817, + 0.059719983488321304, + 0.14856278896331787, + 0.07848630100488663, + 0.036278750747442245, + 0.05961170792579651, + 0.01823561079800129, + 0.04526500776410103 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.03810429945588112 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355484500527382 + ], + "opposite_logprob_tokens": [ + -3.651355504989624 + ], + "logprob_reward": -0.026355484500527382, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355484500527382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848384588956833, + 0.2814593017101288, + 0.05698543041944504, + 0.06150757148861885, + 0.12678375840187073, + 0.05082424357533455, + 0.0443357452750206, + 0.042739562690258026, + 0.03763387352228165, + 0.11289212107658386 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026355484500527382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in black and white with a desaturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man wearing a dark hooded jacket and trousers rolled up to his knees visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man struggling to push a slender single-speed bicycle through knee-deep floodwaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the background buildings and shops partially submerged in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978871762752533 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.02978871762752533, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978871762752533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13839606940746307, + 0.2272208333015442, + 0.07245998829603195, + 0.12569215893745422, + 0.05651388689875603, + 0.028058769181370735, + 0.04891210049390793, + 0.09050534665584564, + 0.09352616965770721, + 0.11871462315320969 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02978871762752533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_tensor([1869, 1869])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_tensor([1869, 1869])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..75650140ac063e810c3962572e4dcd50874af00f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_tensor([1869, 1869])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up macro shot, captured from a slight overhead angle, the camera remains still, focused on a monarch butterfly, peacefully perched on a delicate pink petal, its delicate claws firmly grasping the surface. Soft morning sunlight filtering through the mist casts a warm golden glow over the scene, illuminating the velvety texture and tiny, powdery scales of the butterfly's closed wings. In incredibly fluid slow motion, the butterfly begins to unfold its vertically folded wings with almost imperceptible grace, slowly and symmetrically spreading them to the sides. As the wings unfold, a breathtaking pattern gradually emerges: a vibrant orange background, precisely divided by a crisscrossing network of thick black veins, and dotted along the edges with rows of delicate white spots. Sunlight filtering through the translucent wing gives the edges a golden hue, further accentuating the subject's splendor, as the green garden, blurred into softer blocks of color in the background, blurs the wings into a softer, more vibrant hue. The entire unfolding process is steady and calm, full of the grace and strength of life stretching out, and finally the wings covered with exquisite textures are completely spread out, creating a tranquil, magical and breathtaking natural aesthetic atmosphere.", + "seed": 565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_1869_seed_565_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016174723533913492, + "vlm_logprob": -0.016174723533913492, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.016174723533913492, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0163782499730587 + ], + "opposite_logprob_tokens": [ + -4.266378402709961 + ], + "logprob_reward": -0.0163782499730587, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0163782499730587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48400914669036865, + 0.06618785113096237, + 0.054512135684490204, + 0.017519084736704826, + 0.028863249346613884, + 0.1492762416601181, + 0.07069113850593567, + 0.03654724732041359, + 0.038276877254247665, + 0.05411702021956444 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0163782499730587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308737814426422 + ], + "opposite_logprob_tokens": [ + -3.1680874824523926 + ], + "logprob_reward": -0.04308737814426422, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308737814426422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08327440172433853, + 0.05004838481545448, + 0.22367475926876068, + 0.05403749644756317, + 0.10106028616428375, + 0.1912194937467575, + 0.1211850643157959, + 0.0859922394156456, + 0.060733333230018616, + 0.02877456322312355 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.04308737814426422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12098764628171921, + 0.16058461368083954, + 0.035424359142780304, + 0.05939644202589989, + 0.11108781397342682, + 0.11791148036718369, + 0.07083187997341156, + 0.23982937633991241, + 0.025358278304338455, + 0.05858810991048813 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3831515610218048, + 0.09959281980991364, + 0.04266975075006485, + 0.01297244057059288, + 0.061996933072805405, + 0.16909228265285492, + 0.10039875656366348, + 0.019314594566822052, + 0.035806480795145035, + 0.07500436156988144 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534882873296738 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012534882873296738, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534882873296738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4502137303352356, + 0.05451245978474617, + 0.02124229073524475, + 0.049748457968235016, + 0.16171874105930328, + 0.1495766043663025, + 0.04292725399136543, + 0.02505817636847496, + 0.02182658575475216, + 0.023175647482275963 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.012534882873296738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, captured from a slight overhead angle, the camera remains still, focused on a monarch butterfly, peacefully perched on a delicate pink petal, its delicate claws firmly grasping the surface. Soft morning sunlight filtering through the mist casts a warm golden glow over the scene, illuminating the velvety texture and tiny, powdery scales of the butterfly's closed wings. In incredibly fluid slow motion, the butterfly begins to unfold its vertically folded wings with almost imperceptible grace, slowly and symmetrically spreading them to the sides. As the wings unfold, a breathtaking pattern gradually emerges: a vibrant orange background, precisely divided by a crisscrossing network of thick black veins, and dotted along the edges with rows of delicate white spots. Sunlight filtering through the translucent wing gives the edges a golden hue, further accentuating the subject's splendor, as the green garden, blurred into softer blocks of color in the background, blurs the wings into a softer, more vibrant hue. The entire unfolding process is steady and calm, full of the grace and strength of life stretching out, and finally the wings covered with exquisite textures are completely spread out, creating a tranquil, magical and breathtaking natural aesthetic atmosphere.", + "seed": 566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_1869_seed_566_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009885600954294204, + "vlm_logprob": -0.009885600954294204, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.009885600954294204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018868833780288696 + ], + "opposite_logprob_tokens": [ + -4.143868923187256 + ], + "logprob_reward": -0.018868833780288696, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018868833780288696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16829274594783783, + 0.0380324050784111, + 0.057850129902362823, + 0.048517897725105286, + 0.3155820369720459, + 0.08556679636240005, + 0.11322323232889175, + 0.11487925052642822, + 0.039568983018398285, + 0.018486585468053818 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.018868833780288696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654704317450523 + ], + "opposite_logprob_tokens": [ + -4.758654594421387 + ], + "logprob_reward": -0.008654704317450523, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654704317450523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1594957709312439, + 0.25661396980285645, + 0.07383998483419418, + 0.08327244222164154, + 0.045138612389564514, + 0.1259841024875641, + 0.07069969922304153, + 0.10588186979293823, + 0.043570440262556076, + 0.03550302982330322 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.008654704317450523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097400698810816 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097400698810816, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097400698810816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07294491678476334, + 0.11058641970157623, + 0.13344688713550568, + 0.08147437870502472, + 0.18890301883220673, + 0.06539718061685562, + 0.15303164720535278, + 0.10856497287750244, + 0.0419745147228241, + 0.04367600381374359 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.004097400698810816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036170552484691143 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036170552484691143, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036170552484691143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11885175853967667, + 0.24601247906684875, + 0.028722461313009262, + 0.06146566569805145, + 0.10888569056987762, + 0.06793331354856491, + 0.06902386248111725, + 0.13289058208465576, + 0.054994434118270874, + 0.11121977120637894 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0036170552484691143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190010726451874 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190010726451874, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190010726451874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0771004855632782, + 0.07923535257577896, + 0.09710458666086197, + 0.10411765426397324, + 0.3696020543575287, + 0.04092594236135483, + 0.08892093598842621, + 0.0469532310962677, + 0.036142248660326004, + 0.05989747494459152 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.014190010726451874 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, captured from a slight overhead angle, the camera remains still, focused on a monarch butterfly, peacefully perched on a delicate pink petal, its delicate claws firmly grasping the surface. Soft morning sunlight filtering through the mist casts a warm golden glow over the scene, illuminating the velvety texture and tiny, powdery scales of the butterfly's closed wings. In incredibly fluid slow motion, the butterfly begins to unfold its vertically folded wings with almost imperceptible grace, slowly and symmetrically spreading them to the sides. As the wings unfold, a breathtaking pattern gradually emerges: a vibrant orange background, precisely divided by a crisscrossing network of thick black veins, and dotted along the edges with rows of delicate white spots. Sunlight filtering through the translucent wing gives the edges a golden hue, further accentuating the subject's splendor, as the green garden, blurred into softer blocks of color in the background, blurs the wings into a softer, more vibrant hue. The entire unfolding process is steady and calm, full of the grace and strength of life stretching out, and finally the wings covered with exquisite textures are completely spread out, creating a tranquil, magical and breathtaking natural aesthetic atmosphere.", + "seed": 567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_1869_seed_567_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024232130032032728, + "vlm_logprob": -0.024232130032032728, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.024232130032032728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025753861293196678 + ], + "opposite_logprob_tokens": [ + -3.775753974914551 + ], + "logprob_reward": -0.025753861293196678, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025753861293196678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08470425754785538, + 0.21945124864578247, + 0.09032540768384933, + 0.040062692016363144, + 0.12238531559705734, + 0.026825793087482452, + 0.08780001848936081, + 0.07528223842382431, + 0.06496400386095047, + 0.188198983669281 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.025753861293196678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620812252163887 + ], + "opposite_logprob_tokens": [ + -2.8120813369750977 + ], + "logprob_reward": -0.0620812252163887, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620812252163887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08547672629356384, + 0.19909824430942535, + 0.06749087572097778, + 0.047989215701818466, + 0.27167630195617676, + 0.04765881225466728, + 0.08059155941009521, + 0.0390620119869709, + 0.009010680951178074, + 0.15194547176361084 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.0620812252163887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105473402887583 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105473402887583, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105473402887583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17014075815677643, + 0.0716627761721611, + 0.12585315108299255, + 0.05424417182803154, + 0.10079728066921234, + 0.09376122802495956, + 0.16760309040546417, + 0.048656463623046875, + 0.05911780521273613, + 0.1081632748246193 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.004105473402887583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16301414370536804, + 0.0996868684887886, + 0.07562539726495743, + 0.031207138672471046, + 0.08258113265037537, + 0.05015923082828522, + 0.13212276995182037, + 0.15135453641414642, + 0.05962494760751724, + 0.1546238511800766 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057424932718277 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057424932718277, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057424932718277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2824813425540924, + 0.09317068755626678, + 0.055448055267333984, + 0.04595234617590904, + 0.16057807207107544, + 0.07324732840061188, + 0.0980207771062851, + 0.06844906508922577, + 0.042327381670475006, + 0.0803249254822731 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02057424932718277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up macro shot, captured from a slight overhead angle, the camera remains still, focused on a monarch butterfly, peacefully perched on a delicate pink petal, its delicate claws firmly grasping the surface. Soft morning sunlight filtering through the mist casts a warm golden glow over the scene, illuminating the velvety texture and tiny, powdery scales of the butterfly's closed wings. In incredibly fluid slow motion, the butterfly begins to unfold its vertically folded wings with almost imperceptible grace, slowly and symmetrically spreading them to the sides. As the wings unfold, a breathtaking pattern gradually emerges: a vibrant orange background, precisely divided by a crisscrossing network of thick black veins, and dotted along the edges with rows of delicate white spots. Sunlight filtering through the translucent wing gives the edges a golden hue, further accentuating the subject's splendor, as the green garden, blurred into softer blocks of color in the background, blurs the wings into a softer, more vibrant hue. The entire unfolding process is steady and calm, full of the grace and strength of life stretching out, and finally the wings covered with exquisite textures are completely spread out, creating a tranquil, magical and breathtaking natural aesthetic atmosphere.", + "seed": 568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_1/index_1869_seed_568_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007732450217008591, + "vlm_logprob": -0.007732450217008591, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.007732450217008591, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017000658437609673 + ], + "opposite_logprob_tokens": [ + -4.267000675201416 + ], + "logprob_reward": -0.017000658437609673, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017000658437609673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08058735728263855, + 0.039621852338314056, + 0.10788720846176147, + 0.08548488467931747, + 0.1351059377193451, + 0.09985913336277008, + 0.16271646320819855, + 0.07755699753761292, + 0.10605065524578094, + 0.10512956231832504 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.017000658437609673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961612798273563 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961612798273563, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961612798273563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0422641821205616, + 0.018319346010684967, + 0.20082807540893555, + 0.42553210258483887, + 0.0970892682671547, + 0.01200766023248434, + 0.07156509160995483, + 0.0669877901673317, + 0.04836501553654671, + 0.017041446641087532 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.005961612798273563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08030883222818375, + 0.05198710411787033, + 0.0651719942688942, + 0.3305823802947998, + 0.0827547013759613, + 0.10657602548599243, + 0.07832824438810349, + 0.04417424276471138, + 0.03747104853391647, + 0.12264538556337357 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09298486262559891, + 0.04881582036614418, + 0.04071517661213875, + 0.25234320759773254, + 0.16256795823574066, + 0.10413845628499985, + 0.041958361864089966, + 0.05953182280063629, + 0.13334229588508606, + 0.0636020302772522 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a monarch butterfly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the butterfly initially perched on a delicate pink petal with its claws grasping the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly slowly and symmetrically unfold its vertically folded wings from a closed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the unfolded wings display a vibrant orange background with thick black veins and rows of white spots along the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a green garden that is blurred into softer blocks of color?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248814355581999 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248814355581999, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248814355581999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09126012027263641, + 0.15133064985275269, + 0.050955090671777725, + 0.2518470287322998, + 0.047017209231853485, + 0.09000033140182495, + 0.055920589715242386, + 0.1592535525560379, + 0.04884446784853935, + 0.05357100069522858 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.005248814355581999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_tensor([5351, 5351])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_tensor([5351, 5351])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1141a6740b463021d444bc675079c7138e3655dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_tensor([5351, 5351])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a fixed camera position, looking slightly upward, captures a poetic moment. Beneath the warm afterglow of the setting sun, the mirror-like surface of West Lake is stained with a brilliant golden hue. A flat, gray-brown pebble slices through the air with an elegant arc, piercing the water with precise and effortless precision, instantly stirring up a crown-like, shimmering, crystalline spray. Time seems to slow down at this moment, each droplet of water, frozen in midair into a perfectly spherical shape, is clearly visible. They capture and reflect the golden glow of the setting sun, gleaming like diamonds before falling slowly under the pull of gravity. From the center of the pebble's impact, fine golden ripples steadily and leisurely spread outward, creating a striking contrast with the blurred silhouette of the Broken Bridge in the distant twilight. The entire scene, shrouded in warm light and shadow, creates a Zen-like atmosphere interwoven with the beauty of ultimate tranquility and fleeting movement.", + "seed": 3999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_5351_seed_3999_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14813897609710694, + "vlm_logprob": -0.14813897609710694, + "vlm_yes_no_margin": 2.424999988079071, + "vlm_token_credit": -0.14813897609710694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10089513659477234 + ], + "opposite_logprob_tokens": [ + -2.4758951663970947 + ], + "logprob_reward": -0.10089513659477234, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10089513659477234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10156474262475967, + 0.10433740168809891, + 0.19777530431747437, + 0.060015659779310226, + 0.07380420714616776, + 0.10231642425060272, + 0.12691107392311096, + 0.09915545582771301, + 0.058702293783426285, + 0.07541747391223907 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.10089513659477234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029847033321857452 + ], + "opposite_logprob_tokens": [ + -3.5298471450805664 + ], + "logprob_reward": -0.029847033321857452, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029847033321857452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054746150970458984, + 0.03751120716333389, + 0.20939476788043976, + 0.06600495427846909, + 0.059156037867069244, + 0.02902889810502529, + 0.06278238445520401, + 0.17781512439250946, + 0.07133558392524719, + 0.23222491145133972 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.029847033321857452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059643715620041 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059643715620041, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059643715620041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060431625694036484, + 0.0687253326177597, + 0.18767012655735016, + 0.09270608425140381, + 0.04112394154071808, + 0.07975722849369049, + 0.0626627579331398, + 0.1960570514202118, + 0.10774881392717361, + 0.10311700403690338 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.02059643715620041 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604337990283966 + ], + "opposite_logprob_tokens": [ + -1.9104337692260742 + ], + "logprob_reward": -0.1604337990283966, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604337990283966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07276778668165207, + 0.02212616614997387, + 0.24388155341148376, + 0.031996242702007294, + 0.06897163391113281, + 0.071357361972332, + 0.1434716433286667, + 0.23892919719219208, + 0.0369754284620285, + 0.06952298432588577 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.1604337990283966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892247438430786 + ], + "opposite_logprob_tokens": [ + -1.053922414779663 + ], + "logprob_reward": -0.42892247438430786, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42892247438430786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10641026496887207, + 0.08443886786699295, + 0.1091805025935173, + 0.053180523216724396, + 0.20603181421756744, + 0.09897352755069733, + 0.04795880615711212, + 0.08038908243179321, + 0.08158818632364273, + 0.13184842467308044 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.42892247438430786 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a fixed camera position, looking slightly upward, captures a poetic moment. Beneath the warm afterglow of the setting sun, the mirror-like surface of West Lake is stained with a brilliant golden hue. A flat, gray-brown pebble slices through the air with an elegant arc, piercing the water with precise and effortless precision, instantly stirring up a crown-like, shimmering, crystalline spray. Time seems to slow down at this moment, each droplet of water, frozen in midair into a perfectly spherical shape, is clearly visible. They capture and reflect the golden glow of the setting sun, gleaming like diamonds before falling slowly under the pull of gravity. From the center of the pebble's impact, fine golden ripples steadily and leisurely spread outward, creating a striking contrast with the blurred silhouette of the Broken Bridge in the distant twilight. The entire scene, shrouded in warm light and shadow, creates a Zen-like atmosphere interwoven with the beauty of ultimate tranquility and fleeting movement.", + "seed": 4000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_5351_seed_4000_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13019348569214345, + "vlm_logprob": -0.13019348569214345, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.13019348569214345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07486721128225327 + ], + "opposite_logprob_tokens": [ + -2.9498672485351562 + ], + "logprob_reward": -0.07486721128225327, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07486721128225327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2681542932987213, + 0.0962095782160759, + 0.044988833367824554, + 0.10316021740436554, + 0.09612846374511719, + 0.033300429582595825, + 0.026868857443332672, + 0.054929036647081375, + 0.20147907733917236, + 0.07478122413158417 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.07486721128225327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07912811636924744 + ], + "opposite_logprob_tokens": [ + -2.5791280269622803 + ], + "logprob_reward": -0.07912811636924744, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07912811636924744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3201636075973511, + 0.10341932624578476, + 0.06473231315612793, + 0.025998618453741074, + 0.07351206243038177, + 0.07477442175149918, + 0.01313482690602541, + 0.0910165011882782, + 0.09311094880104065, + 0.14013732969760895 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07912811636924744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812587261199951 + ], + "opposite_logprob_tokens": [ + -3.288125991821289 + ], + "logprob_reward": -0.03812587261199951, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812587261199951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615886241197586, + 0.10734473168849945, + 0.05630432069301605, + 0.05908787250518799, + 0.16614371538162231, + 0.07930155843496323, + 0.04267413169145584, + 0.09359965473413467, + 0.18500129878520966, + 0.04895408824086189 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.03812587261199951 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833959415555 + ], + "opposite_logprob_tokens": [ + -3.529834032058716 + ], + "logprob_reward": -0.029833959415555, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833959415555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12926852703094482, + 0.14565932750701904, + 0.08541756868362427, + 0.0688534528017044, + 0.21170766651630402, + 0.10579521209001541, + 0.03024941496551037, + 0.08865174651145935, + 0.06908123195171356, + 0.06531580537557602 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.029833959415555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.429012268781662 + ], + "opposite_logprob_tokens": [ + -1.0540122985839844 + ], + "logprob_reward": -0.429012268781662, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.429012268781662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3659931719303131, + 0.0987166091799736, + 0.058827005326747894, + 0.03023492358624935, + 0.09867904335260391, + 0.05063614994287491, + 0.015532238408923149, + 0.049694035202264786, + 0.09936613589525223, + 0.13232070207595825 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.429012268781662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a fixed camera position, looking slightly upward, captures a poetic moment. Beneath the warm afterglow of the setting sun, the mirror-like surface of West Lake is stained with a brilliant golden hue. A flat, gray-brown pebble slices through the air with an elegant arc, piercing the water with precise and effortless precision, instantly stirring up a crown-like, shimmering, crystalline spray. Time seems to slow down at this moment, each droplet of water, frozen in midair into a perfectly spherical shape, is clearly visible. They capture and reflect the golden glow of the setting sun, gleaming like diamonds before falling slowly under the pull of gravity. From the center of the pebble's impact, fine golden ripples steadily and leisurely spread outward, creating a striking contrast with the blurred silhouette of the Broken Bridge in the distant twilight. The entire scene, shrouded in warm light and shadow, creates a Zen-like atmosphere interwoven with the beauty of ultimate tranquility and fleeting movement.", + "seed": 4001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_5351_seed_4001_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08587821982800961, + "vlm_logprob": -0.08587821982800961, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.08587821982800961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2945805788040161 + ], + "opposite_logprob_tokens": [ + -1.4195805788040161 + ], + "logprob_reward": -0.2945805788040161, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2945805788040161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33875054121017456, + 0.0915556401014328, + 0.11000221967697144, + 0.025076763704419136, + 0.025291243568062782, + 0.06380653381347656, + 0.14345985651016235, + 0.017743295058608055, + 0.14500005543231964, + 0.03931385278701782 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2945805788040161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007662428542971611 + ], + "opposite_logprob_tokens": [ + -4.882662296295166 + ], + "logprob_reward": -0.007662428542971611, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007662428542971611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21279509365558624, + 0.08272414654493332, + 0.06899066269397736, + 0.09425661712884903, + 0.1278064250946045, + 0.050391603261232376, + 0.14599570631980896, + 0.06303417682647705, + 0.09651576727628708, + 0.05748986825346947 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.007662428542971611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867703467607498 + ], + "opposite_logprob_tokens": [ + -3.0486769676208496 + ], + "logprob_reward": -0.04867703467607498, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867703467607498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2098998725414276, + 0.1164778396487236, + 0.10183331370353699, + 0.12169496715068817, + 0.03040308691561222, + 0.046033475548028946, + 0.05315716564655304, + 0.19681000709533691, + 0.06708360463380814, + 0.05660656467080116 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04867703467607498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823660850524902 + ], + "opposite_logprob_tokens": [ + -3.5298237800598145 + ], + "logprob_reward": -0.029823660850524902, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823660850524902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711053103208542, + 0.14332157373428345, + 0.08092239499092102, + 0.032535016536712646, + 0.025558631867170334, + 0.037777792662382126, + 0.15684792399406433, + 0.1384127140045166, + 0.12575504183769226, + 0.08776363730430603 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.029823660850524902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864739626646042 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.04864739626646042, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864739626646042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24776716530323029, + 0.07414620369672775, + 0.10501576960086823, + 0.09444817900657654, + 0.22649270296096802, + 0.08215786516666412, + 0.029131950810551643, + 0.07759345322847366, + 0.04030977562069893, + 0.022936921566724777 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04864739626646042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a fixed camera position, looking slightly upward, captures a poetic moment. Beneath the warm afterglow of the setting sun, the mirror-like surface of West Lake is stained with a brilliant golden hue. A flat, gray-brown pebble slices through the air with an elegant arc, piercing the water with precise and effortless precision, instantly stirring up a crown-like, shimmering, crystalline spray. Time seems to slow down at this moment, each droplet of water, frozen in midair into a perfectly spherical shape, is clearly visible. They capture and reflect the golden glow of the setting sun, gleaming like diamonds before falling slowly under the pull of gravity. From the center of the pebble's impact, fine golden ripples steadily and leisurely spread outward, creating a striking contrast with the blurred silhouette of the Broken Bridge in the distant twilight. The entire scene, shrouded in warm light and shadow, creates a Zen-like atmosphere interwoven with the beauty of ultimate tranquility and fleeting movement.", + "seed": 4002, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_10/index_5351_seed_4002_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14832487888634205, + "vlm_logprob": -0.14832487888634205, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.14832487888634205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4131028652191162 + ], + "opposite_logprob_tokens": [ + -1.1631028652191162 + ], + "logprob_reward": -0.4131028652191162, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4131028652191162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.156063511967659, + 0.06363572180271149, + 0.21388791501522064, + 0.07897418737411499, + 0.18107396364212036, + 0.08523759990930557, + 0.04505738988518715, + 0.05012541636824608, + 0.05866929516196251, + 0.06727495044469833 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.4131028652191162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01612420566380024 + ], + "opposite_logprob_tokens": [ + -4.141124248504639 + ], + "logprob_reward": -0.01612420566380024, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01612420566380024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643618494272232, + 0.10580365359783173, + 0.12050588428974152, + 0.09541533887386322, + 0.19328546524047852, + 0.14634005725383759, + 0.03521813824772835, + 0.0638490691781044, + 0.04474429413676262, + 0.0304762851446867 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.01612420566380024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812885656952858 + ], + "opposite_logprob_tokens": [ + -3.2881288528442383 + ], + "logprob_reward": -0.03812885656952858, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812885656952858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08253791183233261, + 0.059003833681344986, + 0.2552853226661682, + 0.054804783314466476, + 0.16093890368938446, + 0.2449488490819931, + 0.029222145676612854, + 0.0329812690615654, + 0.03712256997823715, + 0.04315432161092758 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.03812885656952858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868781939148903 + ], + "opposite_logprob_tokens": [ + -3.0486879348754883 + ], + "logprob_reward": -0.04868781939148903, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868781939148903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27674517035484314, + 0.037130918353796005, + 0.3348429799079895, + 0.0769515410065651, + 0.06749973446130753, + 0.0929359495639801, + 0.02236657217144966, + 0.046477559953927994, + 0.0281881894916296, + 0.01686135120689869 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04868781939148903 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a fixed position looking slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the water surface of West Lake stained with a brilliant golden hue under the setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a flat, gray-brown pebble shown slicing through the air in an arc to pierce the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are water droplets frozen in midair in perfectly spherical shapes reflecting the golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the Broken Bridge visible as a blurred silhouette in the distant background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558064758777618 + ], + "opposite_logprob_tokens": [ + -1.6005806922912598 + ], + "logprob_reward": -0.22558064758777618, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558064758777618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32229217886924744, + 0.04843485727906227, + 0.14502190053462982, + 0.09621932357549667, + 0.07197099924087524, + 0.1341325044631958, + 0.03842630609869957, + 0.036649126559495926, + 0.06125301495194435, + 0.045599788427352905 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.22558064758777618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_tensor([8391, 8391])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_tensor([8391, 8391])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed5fcc71bf99eaad0c222808f66f56b940bed991 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_tensor([8391, 8391])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a signature Roger Deakins-esque sequence, a high-angle, overhead shot follows the cold, highly polished chrome office chair's five-pointed metal base in a fluid, uninterrupted motion as it plummets downward. A single, point-light source, directly above, casts a sharply defined beam of cold white light. As the base spins and falls, its smooth metal surface captures and reflects a dazzling, flowing, razor-edge highlight. As it accelerates toward the rough concrete floor, framed by deep shadows, we can discern subtle cracks and dust patterns. Without warning, the base slams into the solid concrete with devastating force. The camera remains steady just before the impact; the metal body instantly shatters, exploding into countless shimmering fragments with a dull, powerful thud. These chrome fragments of varying sizes and distorted shapes eject, tumble, and slide at high speed in all directions with the impact point as the center. They fly and jump between the bright light area and the endless darkness. Each rotation draws a short and sharp light streak, and finally gradually slows down and stops in the vast, dramatic shadows. The whole picture presents a cold and thrilling violent aesthetic.", + "seed": 17551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_8391_seed_17551_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02749346443451941, + "vlm_logprob": -0.02749346443451941, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02749346443451941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03888924419879913 + ], + "opposite_logprob_tokens": [ + -3.413889169692993 + ], + "logprob_reward": -0.03888924419879913, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03888924419879913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24086035788059235, + 0.06463916599750519, + 0.06871221214532852, + 0.032757680863142014, + 0.12302899360656738, + 0.07837367057800293, + 0.0723712220788002, + 0.21932891011238098, + 0.04729611426591873, + 0.05263165012001991 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03888924419879913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008416950702667 + ], + "opposite_logprob_tokens": [ + -2.6950840950012207 + ], + "logprob_reward": -0.07008416950702667, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008416950702667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16627904772758484, + 0.06797223538160324, + 0.4245556592941284, + 0.02439792826771736, + 0.026376599445939064, + 0.018067367374897003, + 0.02952328883111477, + 0.05551612749695778, + 0.13157199323177338, + 0.05573977902531624 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.07008416950702667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963153671473265 + ], + "opposite_logprob_tokens": [ + -5.130963325500488 + ], + "logprob_reward": -0.005963153671473265, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963153671473265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2642158567905426, + 0.03753255680203438, + 0.05950353294610977, + 0.03828739747405052, + 0.06638853996992111, + 0.0705345943570137, + 0.10396846383810043, + 0.14946703612804413, + 0.14385844767093658, + 0.06624354422092438 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005963153671473265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059059962630272 + ], + "opposite_logprob_tokens": [ + -3.8955905437469482 + ], + "logprob_reward": -0.02059059962630272, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059059962630272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056835271418094635, + 0.02786407060921192, + 0.04111025482416153, + 0.08770963549613953, + 0.29098010063171387, + 0.0701800286769867, + 0.09864407032728195, + 0.11419778317213058, + 0.14286938309669495, + 0.06960936635732651 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.02059059962630272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019401551689952612 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019401551689952612, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019401551689952612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07561419904232025, + 0.024493606761097908, + 0.030886661261320114, + 0.0201340951025486, + 0.14117202162742615, + 0.0620211698114872, + 0.10816900432109833, + 0.27192243933677673, + 0.14750060439109802, + 0.11808619648218155 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.0019401551689952612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature Roger Deakins-esque sequence, a high-angle, overhead shot follows the cold, highly polished chrome office chair's five-pointed metal base in a fluid, uninterrupted motion as it plummets downward. A single, point-light source, directly above, casts a sharply defined beam of cold white light. As the base spins and falls, its smooth metal surface captures and reflects a dazzling, flowing, razor-edge highlight. As it accelerates toward the rough concrete floor, framed by deep shadows, we can discern subtle cracks and dust patterns. Without warning, the base slams into the solid concrete with devastating force. The camera remains steady just before the impact; the metal body instantly shatters, exploding into countless shimmering fragments with a dull, powerful thud. These chrome fragments of varying sizes and distorted shapes eject, tumble, and slide at high speed in all directions with the impact point as the center. They fly and jump between the bright light area and the endless darkness. Each rotation draws a short and sharp light streak, and finally gradually slows down and stops in the vast, dramatic shadows. The whole picture presents a cold and thrilling violent aesthetic.", + "seed": 17552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_8391_seed_17552_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03157492526806891, + "vlm_logprob": -0.03157492526806891, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03157492526806891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09731967747211456 + ], + "opposite_logprob_tokens": [ + -2.4723196029663086 + ], + "logprob_reward": -0.09731967747211456, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09731967747211456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12566068768501282, + 0.17376446723937988, + 0.05327605456113815, + 0.09886202216148376, + 0.0932394415140152, + 0.06218164786696434, + 0.039106763899326324, + 0.06165767088532448, + 0.2398504614830017, + 0.05240075662732124 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.09731967747211456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026406453922390938 + ], + "opposite_logprob_tokens": [ + -3.6514065265655518 + ], + "logprob_reward": -0.026406453922390938, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026406453922390938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26049429178237915, + 0.13793212175369263, + 0.1116962805390358, + 0.12863720953464508, + 0.06321341544389725, + 0.09730597585439682, + 0.07617847621440887, + 0.034271471202373505, + 0.04195098578929901, + 0.048319779336452484 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026406453922390938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654586039483547 + ], + "opposite_logprob_tokens": [ + -4.758654594421387 + ], + "logprob_reward": -0.008654586039483547, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654586039483547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302996724843979, + 0.11234881728887558, + 0.08696815371513367, + 0.17188002169132233, + 0.06212741136550903, + 0.0508250892162323, + 0.17475488781929016, + 0.03589456155896187, + 0.13649462163448334, + 0.03840678185224533 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.008654586039483547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232975073158741 + ], + "opposite_logprob_tokens": [ + -3.7732975482940674 + ], + "logprob_reward": -0.0232975073158741, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232975073158741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04922587797045708, + 0.1027316078543663, + 0.0667533278465271, + 0.07124607264995575, + 0.07352598011493683, + 0.24982775747776031, + 0.14652231335639954, + 0.039766449481248856, + 0.09685447067022324, + 0.1035461276769638 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.0232975073158741 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021964015904814005 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021964015904814005, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021964015904814005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06730382889509201, + 0.07622874528169632, + 0.04451196268200874, + 0.025045344606041908, + 0.0684400349855423, + 0.08551737666130066, + 0.3202047646045685, + 0.06757698208093643, + 0.1658906489610672, + 0.0792803168296814 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.0021964015904814005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature Roger Deakins-esque sequence, a high-angle, overhead shot follows the cold, highly polished chrome office chair's five-pointed metal base in a fluid, uninterrupted motion as it plummets downward. A single, point-light source, directly above, casts a sharply defined beam of cold white light. As the base spins and falls, its smooth metal surface captures and reflects a dazzling, flowing, razor-edge highlight. As it accelerates toward the rough concrete floor, framed by deep shadows, we can discern subtle cracks and dust patterns. Without warning, the base slams into the solid concrete with devastating force. The camera remains steady just before the impact; the metal body instantly shatters, exploding into countless shimmering fragments with a dull, powerful thud. These chrome fragments of varying sizes and distorted shapes eject, tumble, and slide at high speed in all directions with the impact point as the center. They fly and jump between the bright light area and the endless darkness. Each rotation draws a short and sharp light streak, and finally gradually slows down and stops in the vast, dramatic shadows. The whole picture presents a cold and thrilling violent aesthetic.", + "seed": 17553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_8391_seed_17553_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0549638481810689, + "vlm_logprob": -0.0549638481810689, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.0549638481810689, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05321648344397545 + ], + "opposite_logprob_tokens": [ + -3.0532164573669434 + ], + "logprob_reward": -0.05321648344397545, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05321648344397545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17296430468559265, + 0.11101040989160538, + 0.12588776648044586, + 0.050090938806533813, + 0.03788679838180542, + 0.06901034712791443, + 0.10072075575590134, + 0.10467277467250824, + 0.0957944244146347, + 0.13196149468421936 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.05321648344397545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17998674511909485 + ], + "opposite_logprob_tokens": [ + -1.8049867153167725 + ], + "logprob_reward": -0.17998674511909485, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17998674511909485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667364180088043, + 0.027399251237511635, + 0.06527677923440933, + 0.05670972168445587, + 0.04800190404057503, + 0.03386754170060158, + 0.0945977196097374, + 0.33395642042160034, + 0.045317910611629486, + 0.0281363632529974 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.17998674511909485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219158329069614 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219158329069614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219158329069614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15138432383537292, + 0.06434947997331619, + 0.08868958055973053, + 0.056952737271785736, + 0.049920301884412766, + 0.08314783126115799, + 0.20291166007518768, + 0.049092914909124374, + 0.1497335433959961, + 0.10381761193275452 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.014219158329069614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330123446881771 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330123446881771, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330123446881771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10997040569782257, + 0.041575416922569275, + 0.1301032304763794, + 0.032496605068445206, + 0.06768477708101273, + 0.07146898657083511, + 0.14539828896522522, + 0.06696519255638123, + 0.23751552402973175, + 0.09682156890630722 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.02330123446881771 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16259899735450745, + 0.0577704980969429, + 0.06940717995166779, + 0.04146731272339821, + 0.08771944791078568, + 0.10880894213914871, + 0.1901489496231079, + 0.08353832364082336, + 0.09806597977876663, + 0.10047432035207748 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.004095619544386864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature Roger Deakins-esque sequence, a high-angle, overhead shot follows the cold, highly polished chrome office chair's five-pointed metal base in a fluid, uninterrupted motion as it plummets downward. A single, point-light source, directly above, casts a sharply defined beam of cold white light. As the base spins and falls, its smooth metal surface captures and reflects a dazzling, flowing, razor-edge highlight. As it accelerates toward the rough concrete floor, framed by deep shadows, we can discern subtle cracks and dust patterns. Without warning, the base slams into the solid concrete with devastating force. The camera remains steady just before the impact; the metal body instantly shatters, exploding into countless shimmering fragments with a dull, powerful thud. These chrome fragments of varying sizes and distorted shapes eject, tumble, and slide at high speed in all directions with the impact point as the center. They fly and jump between the bright light area and the endless darkness. Each rotation draws a short and sharp light streak, and finally gradually slows down and stops in the vast, dramatic shadows. The whole picture presents a cold and thrilling violent aesthetic.", + "seed": 17554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_11/index_8391_seed_17554_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0689893732778728, + "vlm_logprob": -0.0689893732778728, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.0689893732778728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11918448656797409 + ], + "opposite_logprob_tokens": [ + -2.2441844940185547 + ], + "logprob_reward": -0.11918448656797409, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11918448656797409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2386804074048996, + 0.08723143488168716, + 0.07280191034078598, + 0.10441642254590988, + 0.05839354172348976, + 0.0609540157020092, + 0.08616296201944351, + 0.1290322244167328, + 0.10114522278308868, + 0.061181917786598206 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.11918448656797409 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871518537402153 + ], + "opposite_logprob_tokens": [ + -3.048715114593506 + ], + "logprob_reward": -0.04871518537402153, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871518537402153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2399635761976242, + 0.11931919306516647, + 0.14958181977272034, + 0.07497812062501907, + 0.0678398534655571, + 0.0534953847527504, + 0.033014655113220215, + 0.09572607278823853, + 0.09326321631669998, + 0.07281815260648727 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04871518537402153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554189190268517 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012554189190268517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554189190268517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13603925704956055, + 0.13203509151935577, + 0.1568409949541092, + 0.04636766016483307, + 0.06748754531145096, + 0.05025902017951012, + 0.06838802993297577, + 0.17137238383293152, + 0.1085236594080925, + 0.06268636137247086 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.012554189190268517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039857268333435 + ], + "opposite_logprob_tokens": [ + -1.9103986024856567 + ], + "logprob_reward": -0.16039857268333435, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039857268333435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10559410601854324, + 0.08959744870662689, + 0.10087481886148453, + 0.06789734959602356, + 0.05540909245610237, + 0.10161184519529343, + 0.061084527522325516, + 0.25293421745300293, + 0.06267666071653366, + 0.10231995582580566 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.16039857268333435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, overhead view of a chrome office chair's five-pointed metal base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a single point-light source directly above cast a sharply defined beam of cold white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the metal base spin and fall while reflecting a dazzling, flowing, razor-edge highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the base slam into a rough concrete floor with visible cracks and dust patterns before shattering into countless fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the chrome fragments eject, tumble, and slide at high speed in all directions, creating short sharp light streaks against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094432573765516 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094432573765516, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094432573765516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09438139945268631, + 0.0777934193611145, + 0.08577646315097809, + 0.03396971523761749, + 0.03992240130901337, + 0.05525645613670349, + 0.049115922302007675, + 0.3526376485824585, + 0.08601123094558716, + 0.1251354068517685 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.004094432573765516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_tensor([4672, 4672])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_tensor([4672, 4672])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6050609c515a6b82a09d63bd57985d3d6cf1aeef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_tensor([4672, 4672])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera, shot from high above at a tense Dutch angle, unfurls a panoramic view of the chaotic and magnificent battlefield. At the center of the frame, three heroes, clad in ornate battle armor, hover in the night sky, their bodies tensed in a stable triangle formation. The leading hero wears a streamlined suit of bright silver and deep blue metallic armor, its surface reflecting the dancing light of the sea of fire below. The hero to his side is clad in a regal suit seemingly crafted from pure gold, engraved with classical patterns, radiating a divine aura. The third hero's suit is a dark composite material, streaked with crimson energy veins, resembling flowing magma. Simultaneously, they extend their hands, palms facing the skyscrapers below, engulfed in raging flames. From their palms, three distinct yet harmoniously resonating torrents of energy converged and erupted—one a beam of icy blue light, one a brilliant golden wave, and the other a profound dark matter energy. These three forces spiraled and intertwined in mid-air, forming a vast, swirling vortex of energy that plunged resolutely towards the raging fire dragon below. The glass curtain walls of the skyscrapers had long since melted and shattered in the intense heat. Huge orange-red flames stretched out from the dark windows like the tongues of a giant beast, licking furiously at the steel and iron of the buildings. Thick black smoke, streaked with sparks, billowed upward, nearly obscuring the entire night sky. When the heroes' combined energy collided with the raging flames, the entire world seemed to freeze, then erupted with a silent roar. The flames violently recoiled and hissed under the impact of the energy, transforming into a sky full of dancing steam and flickering embers. The violent interweaving of light and fire, amidst the chaos, presented a near-miraculous magnificence and splendor, creating an extreme visual tension of doom and hope.", + "seed": 7616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_4672_seed_7616_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18672570548951625, + "vlm_logprob": -0.18672570548951625, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.18672570548951625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5814870595932007 + ], + "opposite_logprob_tokens": [ + -0.8314870595932007 + ], + "logprob_reward": -0.5814870595932007, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5814870595932007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4170529842376709, + 0.10916978865861893, + 0.09542118012905121, + 0.08337650448083878, + 0.0637299045920372, + 0.0537584125995636, + 0.04078058525919914, + 0.058632418513298035, + 0.03843209147453308, + 0.039646171033382416 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5814870595932007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016402930021286 + ], + "opposite_logprob_tokens": [ + -1.701640248298645 + ], + "logprob_reward": -0.2016402930021286, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016402930021286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5531294941902161, + 0.08205477893352509, + 0.10861203074455261, + 0.05023454874753952, + 0.0636056661605835, + 0.024904407560825348, + 0.024392252787947655, + 0.02228635922074318, + 0.038966357707977295, + 0.031814124435186386 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2016402930021286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038145266473293304 + ], + "opposite_logprob_tokens": [ + -3.2881453037261963 + ], + "logprob_reward": -0.038145266473293304, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038145266473293304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3792259991168976, + 0.1381663978099823, + 0.11314777284860611, + 0.040907055139541626, + 0.08632426708936691, + 0.0786525160074234, + 0.0325884185731411, + 0.024626873433589935, + 0.028197914361953735, + 0.0781627967953682 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038145266473293304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907272666692734 + ], + "opposite_logprob_tokens": [ + -2.4640727043151855 + ], + "logprob_reward": -0.08907272666692734, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907272666692734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3798316419124603, + 0.07178285717964172, + 0.10845480859279633, + 0.08361788839101791, + 0.10161703079938889, + 0.06271962076425552, + 0.036158349364995956, + 0.023195046931505203, + 0.0979171097278595, + 0.03470567241311073 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08907272666692734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283181712031364 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283181712031364, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283181712031364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32526206970214844, + 0.12165335565805435, + 0.18663373589515686, + 0.05374155938625336, + 0.05753197893500328, + 0.03989905118942261, + 0.0817367285490036, + 0.026954052969813347, + 0.06008458137512207, + 0.04650290310382843 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023283181712031364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, shot from high above at a tense Dutch angle, unfurls a panoramic view of the chaotic and magnificent battlefield. At the center of the frame, three heroes, clad in ornate battle armor, hover in the night sky, their bodies tensed in a stable triangle formation. The leading hero wears a streamlined suit of bright silver and deep blue metallic armor, its surface reflecting the dancing light of the sea of fire below. The hero to his side is clad in a regal suit seemingly crafted from pure gold, engraved with classical patterns, radiating a divine aura. The third hero's suit is a dark composite material, streaked with crimson energy veins, resembling flowing magma. Simultaneously, they extend their hands, palms facing the skyscrapers below, engulfed in raging flames. From their palms, three distinct yet harmoniously resonating torrents of energy converged and erupted—one a beam of icy blue light, one a brilliant golden wave, and the other a profound dark matter energy. These three forces spiraled and intertwined in mid-air, forming a vast, swirling vortex of energy that plunged resolutely towards the raging fire dragon below. The glass curtain walls of the skyscrapers had long since melted and shattered in the intense heat. Huge orange-red flames stretched out from the dark windows like the tongues of a giant beast, licking furiously at the steel and iron of the buildings. Thick black smoke, streaked with sparks, billowed upward, nearly obscuring the entire night sky. When the heroes' combined energy collided with the raging flames, the entire world seemed to freeze, then erupted with a silent roar. The flames violently recoiled and hissed under the impact of the energy, transforming into a sky full of dancing steam and flickering embers. The violent interweaving of light and fire, amidst the chaos, presented a near-miraculous magnificence and splendor, creating an extreme visual tension of doom and hope.", + "seed": 7617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_4672_seed_7617_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12561993412673472, + "vlm_logprob": -0.12561993412673472, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.12561993412673472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35556450486183167 + ], + "opposite_logprob_tokens": [ + -1.2305644750595093 + ], + "logprob_reward": -0.35556450486183167, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35556450486183167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16653020679950714, + 0.17260690033435822, + 0.06247596815228462, + 0.09485127776861191, + 0.07241855561733246, + 0.04561195522546768, + 0.028387725353240967, + 0.05900949984788895, + 0.14307712018489838, + 0.15503081679344177 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.35556450486183167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17996463179588318 + ], + "opposite_logprob_tokens": [ + -1.8049646615982056 + ], + "logprob_reward": -0.17996463179588318, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17996463179588318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040448080748319626, + 0.44180774688720703, + 0.0693172737956047, + 0.07562097907066345, + 0.08079946786165237, + 0.0779971331357956, + 0.04075367748737335, + 0.029602473601698875, + 0.05276590585708618, + 0.09088726341724396 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.17996463179588318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233248770236969 + ], + "opposite_logprob_tokens": [ + -3.773324966430664 + ], + "logprob_reward": -0.0233248770236969, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233248770236969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12699611485004425, + 0.054404132068157196, + 0.18225839734077454, + 0.11943306028842926, + 0.09549085795879364, + 0.10185755044221878, + 0.08007200807332993, + 0.06914500892162323, + 0.06877278536558151, + 0.10157003253698349 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0233248770236969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867362603545189 + ], + "opposite_logprob_tokens": [ + -3.048673629760742 + ], + "logprob_reward": -0.04867362603545189, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867362603545189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08820497989654541, + 0.29509130120277405, + 0.0869126170873642, + 0.13084687292575836, + 0.03760185092687607, + 0.06152629107236862, + 0.09814850240945816, + 0.06804980337619781, + 0.07799305766820908, + 0.055624715983867645 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.04867362603545189 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572030916810036 + ], + "opposite_logprob_tokens": [ + -3.8955719470977783 + ], + "logprob_reward": -0.020572030916810036, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572030916810036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10261504352092743, + 0.2811617851257324, + 0.07155244052410126, + 0.06533940881490707, + 0.10095301270484924, + 0.0548064149916172, + 0.10880454629659653, + 0.058137230575084686, + 0.0914650559425354, + 0.0651649609208107 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.020572030916810036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, shot from high above at a tense Dutch angle, unfurls a panoramic view of the chaotic and magnificent battlefield. At the center of the frame, three heroes, clad in ornate battle armor, hover in the night sky, their bodies tensed in a stable triangle formation. The leading hero wears a streamlined suit of bright silver and deep blue metallic armor, its surface reflecting the dancing light of the sea of fire below. The hero to his side is clad in a regal suit seemingly crafted from pure gold, engraved with classical patterns, radiating a divine aura. The third hero's suit is a dark composite material, streaked with crimson energy veins, resembling flowing magma. Simultaneously, they extend their hands, palms facing the skyscrapers below, engulfed in raging flames. From their palms, three distinct yet harmoniously resonating torrents of energy converged and erupted—one a beam of icy blue light, one a brilliant golden wave, and the other a profound dark matter energy. These three forces spiraled and intertwined in mid-air, forming a vast, swirling vortex of energy that plunged resolutely towards the raging fire dragon below. The glass curtain walls of the skyscrapers had long since melted and shattered in the intense heat. Huge orange-red flames stretched out from the dark windows like the tongues of a giant beast, licking furiously at the steel and iron of the buildings. Thick black smoke, streaked with sparks, billowed upward, nearly obscuring the entire night sky. When the heroes' combined energy collided with the raging flames, the entire world seemed to freeze, then erupted with a silent roar. The flames violently recoiled and hissed under the impact of the energy, transforming into a sky full of dancing steam and flickering embers. The violent interweaving of light and fire, amidst the chaos, presented a near-miraculous magnificence and splendor, creating an extreme visual tension of doom and hope.", + "seed": 7618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_4672_seed_7618_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0515826977789402, + "vlm_logprob": -0.0515826977789402, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0515826977789402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1351570039987564 + ], + "opposite_logprob_tokens": [ + -2.1351571083068848 + ], + "logprob_reward": -0.1351570039987564, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1351570039987564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4505111873149872, + 0.07871077209711075, + 0.05790508911013603, + 0.06324160099029541, + 0.04894447699189186, + 0.06213689595460892, + 0.03147239610552788, + 0.11318132281303406, + 0.02722262218594551, + 0.06667361408472061 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.1351570039987564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03377451375126839 + ], + "opposite_logprob_tokens": [ + -3.4087746143341064 + ], + "logprob_reward": -0.03377451375126839, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03377451375126839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33868688344955444, + 0.16743890941143036, + 0.08327673375606537, + 0.04684058949351311, + 0.05269322916865349, + 0.021507536992430687, + 0.06402280181646347, + 0.06783676892518997, + 0.03486855328083038, + 0.12282802909612656 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.03377451375126839 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984795905649662 + ], + "opposite_logprob_tokens": [ + -3.5298478603363037 + ], + "logprob_reward": -0.02984795905649662, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984795905649662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21905073523521423, + 0.12951166927814484, + 0.07867782562971115, + 0.07374453544616699, + 0.08560960739850998, + 0.08252465724945068, + 0.08473276346921921, + 0.05271826684474945, + 0.0571771003305912, + 0.13625283539295197 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02984795905649662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307573288679123 + ], + "opposite_logprob_tokens": [ + -3.1680757999420166 + ], + "logprob_reward": -0.04307573288679123, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307573288679123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2585356831550598, + 0.11635033041238785, + 0.06304347515106201, + 0.09835745394229889, + 0.11833902448415756, + 0.09446341544389725, + 0.04202664643526077, + 0.057223230600357056, + 0.03764014318585396, + 0.11402057111263275 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04307573288679123 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605827920138836 + ], + "opposite_logprob_tokens": [ + -4.141058444976807 + ], + "logprob_reward": -0.01605827920138836, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605827920138836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25124213099479675, + 0.2540804147720337, + 0.07102501392364502, + 0.06480465084314346, + 0.06162269040942192, + 0.03108304738998413, + 0.0504162535071373, + 0.04623305797576904, + 0.04344387352466583, + 0.12604881823062897 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.01605827920138836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, shot from high above at a tense Dutch angle, unfurls a panoramic view of the chaotic and magnificent battlefield. At the center of the frame, three heroes, clad in ornate battle armor, hover in the night sky, their bodies tensed in a stable triangle formation. The leading hero wears a streamlined suit of bright silver and deep blue metallic armor, its surface reflecting the dancing light of the sea of fire below. The hero to his side is clad in a regal suit seemingly crafted from pure gold, engraved with classical patterns, radiating a divine aura. The third hero's suit is a dark composite material, streaked with crimson energy veins, resembling flowing magma. Simultaneously, they extend their hands, palms facing the skyscrapers below, engulfed in raging flames. From their palms, three distinct yet harmoniously resonating torrents of energy converged and erupted—one a beam of icy blue light, one a brilliant golden wave, and the other a profound dark matter energy. These three forces spiraled and intertwined in mid-air, forming a vast, swirling vortex of energy that plunged resolutely towards the raging fire dragon below. The glass curtain walls of the skyscrapers had long since melted and shattered in the intense heat. Huge orange-red flames stretched out from the dark windows like the tongues of a giant beast, licking furiously at the steel and iron of the buildings. Thick black smoke, streaked with sparks, billowed upward, nearly obscuring the entire night sky. When the heroes' combined energy collided with the raging flames, the entire world seemed to freeze, then erupted with a silent roar. The flames violently recoiled and hissed under the impact of the energy, transforming into a sky full of dancing steam and flickering embers. The violent interweaving of light and fire, amidst the chaos, presented a near-miraculous magnificence and splendor, creating an extreme visual tension of doom and hope.", + "seed": 7619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_12/index_4672_seed_7619_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11165541373193263, + "vlm_logprob": -0.11165541373193263, + "vlm_yes_no_margin": 2.399999976158142, + "vlm_token_credit": -0.11165541373193263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24148185551166534 + ], + "opposite_logprob_tokens": [ + -1.616481900215149 + ], + "logprob_reward": -0.24148185551166534, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24148185551166534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3390069901943207, + 0.19989274442195892, + 0.07682809978723526, + 0.028359396383166313, + 0.031204795464873314, + 0.053588058799505234, + 0.0548551008105278, + 0.13105905055999756, + 0.045732077211141586, + 0.03947366029024124 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.24148185551166534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14290297031402588 + ], + "opposite_logprob_tokens": [ + -2.0179028511047363 + ], + "logprob_reward": -0.14290297031402588, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14290297031402588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12037360668182373, + 0.16576865315437317, + 0.14209680259227753, + 0.052023302763700485, + 0.06569083780050278, + 0.0715394988656044, + 0.2015596628189087, + 0.04940345510840416, + 0.09342170506715775, + 0.038122523576021194 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.14290297031402588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029864968731999397 + ], + "opposite_logprob_tokens": [ + -3.529865026473999 + ], + "logprob_reward": -0.029864968731999397, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029864968731999397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10156291723251343, + 0.13226819038391113, + 0.19660475850105286, + 0.03214632347226143, + 0.06238991394639015, + 0.09846638143062592, + 0.09905990213155746, + 0.15001261234283447, + 0.04110131785273552, + 0.08638764917850494 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.029864968731999397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906857669353485 + ], + "opposite_logprob_tokens": [ + -2.464068651199341 + ], + "logprob_reward": -0.08906857669353485, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906857669353485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1001293957233429, + 0.16106641292572021, + 0.1287352740764618, + 0.06293977797031403, + 0.12033990770578384, + 0.10723025351762772, + 0.10651396960020065, + 0.06123435124754906, + 0.0984058827161789, + 0.053404808044433594 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.08906857669353485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a high angle with a Dutch tilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three heroes visible hovering in the night sky in a stable triangle formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leading hero wear bright silver and deep blue metallic armor, and does the side hero wear pure gold armor with classical patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the heroes extend their hands to release three distinct energy beams (icy blue light, golden wave, and dark matter) that form a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with melted skyscrapers, huge orange-red flames, and thick black smoke billowing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.167226642370224, + 0.1890275925397873, + 0.07816193997859955, + 0.024821670725941658, + 0.06890872120857239, + 0.0603104904294014, + 0.15792672336101532, + 0.06334047764539719, + 0.09621760249137878, + 0.09405812621116638 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.05495869740843773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_tensor([7880, 7880])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_tensor([7880, 7880])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d17284a5e26a5d510c3c384a3f1864e9183de687 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_tensor([7880, 7880])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, circling, tracking shot, shot from a slightly overhead perspective, gracefully sweeps across an antique, dark-wood desk, its surface embellished with a warm patina and a few faint scratches from the passage of time. The camera first focuses on a scroll of slightly yellowed rice paper, spread out in the center of the desk, held steady by a pair of delicate jade paperweights. Freshly inscribed calligraphy strokes are intricately detailed, with some thicker areas barely dry, reflecting a moist sheen in the light. As the camera pans steadily and deliberately to the right, a sleek bamboo brush rests quietly on a celadon pen rest. A plump, slender drop of ink dangles from the fine wolf-hair tip, barely fading. Next to the pen rest is a heavy Duan inkstone, its surface filled with finely ground, thick, shimmering ink. A beam of soft afternoon sunlight shines through the carved window lattice outside the picture, casting mottled and tranquil light and shadow on the table, immersing the entire scene in a focused, quaint and Zen-like warm-toned atmosphere, and the air seems to be filled with the faint fragrance of ink.", + "seed": 23493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_7880_seed_23493_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07588967457413673, + "vlm_logprob": -0.07588967457413673, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.07588967457413673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07115210592746735 + ], + "opposite_logprob_tokens": [ + -2.6961522102355957 + ], + "logprob_reward": -0.07115210592746735, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07115210592746735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12631617486476898, + 0.08773277699947357, + 0.12505103647708893, + 0.13011091947555542, + 0.1088918074965477, + 0.07323057949542999, + 0.09048426151275635, + 0.03679436072707176, + 0.09973155707120895, + 0.12165658175945282 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07115210592746735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430806428194046 + ], + "opposite_logprob_tokens": [ + -3.1680805683135986 + ], + "logprob_reward": -0.0430806428194046, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430806428194046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10650144517421722, + 0.07858894765377045, + 0.10411775857210159, + 0.37478336691856384, + 0.10301271826028824, + 0.023218778893351555, + 0.03379560261964798, + 0.048097770661115646, + 0.0620427280664444, + 0.06584090739488602 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0430806428194046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308326914906502 + ], + "opposite_logprob_tokens": [ + -3.1680831909179688 + ], + "logprob_reward": -0.04308326914906502, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308326914906502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22022253274917603, + 0.13630901277065277, + 0.13589423894882202, + 0.18687804043293, + 0.17345543205738068, + 0.027275700122117996, + 0.019715510308742523, + 0.0378737598657608, + 0.02762044221162796, + 0.03475533798336983 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.04308326914906502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155775547027588 + ], + "opposite_logprob_tokens": [ + -1.7015577554702759 + ], + "logprob_reward": -0.20155775547027588, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155775547027588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2857499420642853, + 0.08353550732135773, + 0.13336779177188873, + 0.08410265296697617, + 0.20630520582199097, + 0.024006042629480362, + 0.021291501820087433, + 0.05858069285750389, + 0.0655750036239624, + 0.037485621869564056 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.20155775547027588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19387362897396088, + 0.06300149857997894, + 0.04364224150776863, + 0.05592244118452072, + 0.15349815785884857, + 0.06287448853254318, + 0.05803516134619713, + 0.13154466450214386, + 0.2030903398990631, + 0.03451741859316826 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.020574599504470825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling, tracking shot, shot from a slightly overhead perspective, gracefully sweeps across an antique, dark-wood desk, its surface embellished with a warm patina and a few faint scratches from the passage of time. The camera first focuses on a scroll of slightly yellowed rice paper, spread out in the center of the desk, held steady by a pair of delicate jade paperweights. Freshly inscribed calligraphy strokes are intricately detailed, with some thicker areas barely dry, reflecting a moist sheen in the light. As the camera pans steadily and deliberately to the right, a sleek bamboo brush rests quietly on a celadon pen rest. A plump, slender drop of ink dangles from the fine wolf-hair tip, barely fading. Next to the pen rest is a heavy Duan inkstone, its surface filled with finely ground, thick, shimmering ink. A beam of soft afternoon sunlight shines through the carved window lattice outside the picture, casting mottled and tranquil light and shadow on the table, immersing the entire scene in a focused, quaint and Zen-like warm-toned atmosphere, and the air seems to be filled with the faint fragrance of ink.", + "seed": 23494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_7880_seed_23494_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10533848758786916, + "vlm_logprob": -0.10533848758786916, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.10533848758786916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03914639726281166 + ], + "opposite_logprob_tokens": [ + -3.2891464233398438 + ], + "logprob_reward": -0.03914639726281166, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03914639726281166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2395373433828354, + 0.05696297064423561, + 0.21317602694034576, + 0.1113983690738678, + 0.03745482116937637, + 0.10335248708724976, + 0.05728359892964363, + 0.04239647462964058, + 0.07601580768823624, + 0.062422171235084534 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03914639726281166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297440528869629 + ], + "opposite_logprob_tokens": [ + -2.2379744052886963 + ], + "logprob_reward": -0.11297440528869629, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297440528869629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15614686906337738, + 0.0747615173459053, + 0.26544973254203796, + 0.12409337610006332, + 0.030665870755910873, + 0.09925863891839981, + 0.11092781275510788, + 0.029363412410020828, + 0.04767550528049469, + 0.06165727227926254 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.11297440528869629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164331793785095 + ], + "opposite_logprob_tokens": [ + -1.7016433477401733 + ], + "logprob_reward": -0.20164331793785095, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164331793785095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15336868166923523, + 0.06836595386266708, + 0.18648110330104828, + 0.10526278614997864, + 0.1448589414358139, + 0.06814488768577576, + 0.08090345561504364, + 0.03497818112373352, + 0.05331236124038696, + 0.10432363301515579 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.20164331793785095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038425266742706 + ], + "opposite_logprob_tokens": [ + -1.9103842973709106 + ], + "logprob_reward": -0.16038425266742706, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038425266742706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10678894817829132, + 0.07531619071960449, + 0.13548989593982697, + 0.09226636588573456, + 0.07529737055301666, + 0.0813230574131012, + 0.10090109705924988, + 0.08522887527942657, + 0.12241092324256897, + 0.12497728317975998 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.16038425266742706 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1627943217754364, + 0.070342518389225, + 0.041052889078855515, + 0.04946945980191231, + 0.07560371607542038, + 0.12337804585695267, + 0.10749059170484543, + 0.08932853490114212, + 0.164402037858963, + 0.11613792181015015 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.012544064782559872 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling, tracking shot, shot from a slightly overhead perspective, gracefully sweeps across an antique, dark-wood desk, its surface embellished with a warm patina and a few faint scratches from the passage of time. The camera first focuses on a scroll of slightly yellowed rice paper, spread out in the center of the desk, held steady by a pair of delicate jade paperweights. Freshly inscribed calligraphy strokes are intricately detailed, with some thicker areas barely dry, reflecting a moist sheen in the light. As the camera pans steadily and deliberately to the right, a sleek bamboo brush rests quietly on a celadon pen rest. A plump, slender drop of ink dangles from the fine wolf-hair tip, barely fading. Next to the pen rest is a heavy Duan inkstone, its surface filled with finely ground, thick, shimmering ink. A beam of soft afternoon sunlight shines through the carved window lattice outside the picture, casting mottled and tranquil light and shadow on the table, immersing the entire scene in a focused, quaint and Zen-like warm-toned atmosphere, and the air seems to be filled with the faint fragrance of ink.", + "seed": 23495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_7880_seed_23495_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10183160379529, + "vlm_logprob": -0.10183160379529, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.10183160379529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12746277451515198 + ], + "opposite_logprob_tokens": [ + -2.127462863922119 + ], + "logprob_reward": -0.12746277451515198, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12746277451515198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12228132784366608, + 0.05122006684541702, + 0.03755780681967735, + 0.11265160143375397, + 0.05073833093047142, + 0.07195768505334854, + 0.15469059348106384, + 0.02734443172812462, + 0.07480146735906601, + 0.29675671458244324 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.12746277451515198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308167099952698 + ], + "opposite_logprob_tokens": [ + -3.168081760406494 + ], + "logprob_reward": -0.04308167099952698, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308167099952698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3549005091190338, + 0.035904739052057266, + 0.023416604846715927, + 0.1219097301363945, + 0.03083939664065838, + 0.0325813926756382, + 0.17119085788726807, + 0.045940954238176346, + 0.06059852987527847, + 0.12271727621555328 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04308167099952698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309320077300072 + ], + "opposite_logprob_tokens": [ + -3.168093204498291 + ], + "logprob_reward": -0.04309320077300072, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309320077300072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2074018120765686, + 0.04640983045101166, + 0.022980915382504463, + 0.12845925986766815, + 0.04387497901916504, + 0.03214119374752045, + 0.2854001522064209, + 0.1004454493522644, + 0.05424186959862709, + 0.0786445364356041 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.04309320077300072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132718801498413 + ], + "opposite_logprob_tokens": [ + -1.406327247619629 + ], + "logprob_reward": -0.28132718801498413, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132718801498413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3734232485294342, + 0.0697639212012291, + 0.04502846300601959, + 0.08902347087860107, + 0.05148426815867424, + 0.07190705835819244, + 0.08825787156820297, + 0.07115976512432098, + 0.06640537828207016, + 0.0735466480255127 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.28132718801498413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1607181876897812, + 0.11182940006256104, + 0.07410214841365814, + 0.1386050432920456, + 0.17066000401973724, + 0.07209201157093048, + 0.10553829371929169, + 0.031551383435726166, + 0.04352683573961258, + 0.0913766548037529 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.014193184673786163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, circling, tracking shot, shot from a slightly overhead perspective, gracefully sweeps across an antique, dark-wood desk, its surface embellished with a warm patina and a few faint scratches from the passage of time. The camera first focuses on a scroll of slightly yellowed rice paper, spread out in the center of the desk, held steady by a pair of delicate jade paperweights. Freshly inscribed calligraphy strokes are intricately detailed, with some thicker areas barely dry, reflecting a moist sheen in the light. As the camera pans steadily and deliberately to the right, a sleek bamboo brush rests quietly on a celadon pen rest. A plump, slender drop of ink dangles from the fine wolf-hair tip, barely fading. Next to the pen rest is a heavy Duan inkstone, its surface filled with finely ground, thick, shimmering ink. A beam of soft afternoon sunlight shines through the carved window lattice outside the picture, casting mottled and tranquil light and shadow on the table, immersing the entire scene in a focused, quaint and Zen-like warm-toned atmosphere, and the air seems to be filled with the faint fragrance of ink.", + "seed": 23496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_13/index_7880_seed_23496_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08417017022147774, + "vlm_logprob": -0.08417017022147774, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08417017022147774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12757442891597748 + ], + "opposite_logprob_tokens": [ + -2.1275744438171387 + ], + "logprob_reward": -0.12757442891597748, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12757442891597748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24745656549930573, + 0.04365329071879387, + 0.08818838745355606, + 0.15346336364746094, + 0.1096169725060463, + 0.06334710866212845, + 0.12362723052501678, + 0.08145860582590103, + 0.035298436880111694, + 0.05389001965522766 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.12757442891597748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369068771600723 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369068771600723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369068771600723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10323420912027359, + 0.04008658230304718, + 0.10897243767976761, + 0.15914221107959747, + 0.11786328256130219, + 0.08646879345178604, + 0.181191548705101, + 0.0645548477768898, + 0.04177973046898842, + 0.09670627862215042 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.026369068771600723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372368589043617 + ], + "opposite_logprob_tokens": [ + -3.4087235927581787 + ], + "logprob_reward": -0.03372368589043617, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372368589043617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11622635275125504, + 0.022669821977615356, + 0.06759205460548401, + 0.06165376678109169, + 0.0362774133682251, + 0.1797112673521042, + 0.27446985244750977, + 0.0538756437599659, + 0.03976777568459511, + 0.14775602519512177 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.03372368589043617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555649280548096 + ], + "opposite_logprob_tokens": [ + -1.600556492805481 + ], + "logprob_reward": -0.22555649280548096, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555649280548096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12250550091266632, + 0.04352249205112457, + 0.06629447638988495, + 0.05533141270279884, + 0.04188337177038193, + 0.0739685669541359, + 0.18957851827144623, + 0.05460530146956444, + 0.04905616492033005, + 0.3032541573047638 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.22555649280548096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an antique dark-wood desk with a warm patina and faint scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a yellowed rice paper scroll visible in the center of the desk, held by jade paperweights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek bamboo brush resting on a celadon pen rest with a drop of ink dangling from its tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy Duan inkstone filled with thick, shimmering ink visible next to the pen rest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, circling, tracking shot from a slightly overhead perspective that pans steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11191283166408539, + 0.03957129642367363, + 0.07897135615348816, + 0.11118184030056, + 0.07752726972103119, + 0.12454996258020401, + 0.12347803264856339, + 0.07941177487373352, + 0.04276777058839798, + 0.21062786877155304 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.007627174723893404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_tensor([781, 781])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_tensor([781, 781])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..73a8821872a4d8c487e3e3534c105262091e467c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_tensor([781, 781])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, arcing tracking shot, beginning at eye level, centers on a lone sailor, standing barefoot on a vast expanse of sand, stained a warm orange by the golden hour's afterglow. The sailor's face is weathered, his deep-set eyes and forehead etched with furrows, and his scraggly gray beard seems to still be speckled with sea salt crystals. He wears a tattered shirt, so faded it's barely recognizable as its original color. The hems and cuffs are frayed to tassels, and a rough hemp rope is casually tied around his waist as a belt. His shoulders slump slightly, his posture betraying a sense of profound fatigue. His hollow eyes stare blankly into the distance, seemingly piercing the boundless beach and the mirror-like reflections of the water cast on the wet sand after the ebb tide. As the camera moves steadily and deliberately, the warm, slanting sunlight casts ever-shifting, elongated shadows across his deep features, blending him into the vast, merging sea and sky behind him. The entire picture is shrouded in a soft golden halo, filled with a deep loneliness and melancholy washed away by time, and is full of a strong sense of vicissitudes.", + "seed": 17377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_781_seed_17377_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.046164483111351726, + "vlm_logprob": -0.046164483111351726, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.046164483111351726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019287187606096268 + ], + "opposite_logprob_tokens": [ + -4.144287109375 + ], + "logprob_reward": -0.019287187606096268, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019287187606096268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10948959738016129, + 0.11957800388336182, + 0.1251104474067688, + 0.10369472950696945, + 0.09507220983505249, + 0.03358759731054306, + 0.16282857954502106, + 0.11347228288650513, + 0.07044456154108047, + 0.06672199070453644 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.019287187606096268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297919601202011 + ], + "opposite_logprob_tokens": [ + -2.2379791736602783 + ], + "logprob_reward": -0.11297919601202011, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297919601202011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.094689279794693, + 0.0343669094145298, + 0.03379771113395691, + 0.06385552138090134, + 0.06954193860292435, + 0.08436112850904465, + 0.11528541892766953, + 0.3159526288509369, + 0.08497751504182816, + 0.1031719297170639 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.11297919601202011 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04872472211718559 + ], + "opposite_logprob_tokens": [ + -3.04872465133667 + ], + "logprob_reward": -0.04872472211718559, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04872472211718559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10243020206689835, + 0.04050321504473686, + 0.0354311540722847, + 0.053754374384880066, + 0.09809958934783936, + 0.031815387308597565, + 0.06230020523071289, + 0.3312281370162964, + 0.1251230686903, + 0.11931468546390533 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.04872472211718559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011820956133306026 + ], + "opposite_logprob_tokens": [ + -6.7511820793151855 + ], + "logprob_reward": -0.0011820956133306026, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011820956133306026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16559967398643494, + 0.038602761924266815, + 0.046522051095962524, + 0.03985143080353737, + 0.17902547121047974, + 0.026464035734534264, + 0.16170701384544373, + 0.17262709140777588, + 0.05693705752491951, + 0.11266332864761353 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0011820956133306026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864921420812607 + ], + "opposite_logprob_tokens": [ + -3.048649311065674 + ], + "logprob_reward": -0.04864921420812607, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864921420812607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06590286642313004, + 0.05270170792937279, + 0.03812720999121666, + 0.12625044584274292, + 0.15948426723480225, + 0.11463986337184906, + 0.2390589714050293, + 0.1207176074385643, + 0.059493180364370346, + 0.02362384833395481 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.04864921420812607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, beginning at eye level, centers on a lone sailor, standing barefoot on a vast expanse of sand, stained a warm orange by the golden hour's afterglow. The sailor's face is weathered, his deep-set eyes and forehead etched with furrows, and his scraggly gray beard seems to still be speckled with sea salt crystals. He wears a tattered shirt, so faded it's barely recognizable as its original color. The hems and cuffs are frayed to tassels, and a rough hemp rope is casually tied around his waist as a belt. His shoulders slump slightly, his posture betraying a sense of profound fatigue. His hollow eyes stare blankly into the distance, seemingly piercing the boundless beach and the mirror-like reflections of the water cast on the wet sand after the ebb tide. As the camera moves steadily and deliberately, the warm, slanting sunlight casts ever-shifting, elongated shadows across his deep features, blending him into the vast, merging sea and sky behind him. The entire picture is shrouded in a soft golden halo, filled with a deep loneliness and melancholy washed away by time, and is full of a strong sense of vicissitudes.", + "seed": 17378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_781_seed_17378_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021099699242040516, + "vlm_logprob": -0.021099699242040516, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.021099699242040516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010167235508561134 + ], + "opposite_logprob_tokens": [ + -4.760167121887207 + ], + "logprob_reward": -0.010167235508561134, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010167235508561134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12150324881076813, + 0.021761808544397354, + 0.00688510574400425, + 0.01707671396434307, + 0.021598463878035545, + 0.04694383218884468, + 0.6068660616874695, + 0.0614582821726799, + 0.03990505635738373, + 0.0560014434158802 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.010167235508561134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821578413248062 + ], + "opposite_logprob_tokens": [ + -3.5298216342926025 + ], + "logprob_reward": -0.029821578413248062, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821578413248062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07263679057359695, + 0.03778979182243347, + 0.009423300623893738, + 0.010470367968082428, + 0.03277677297592163, + 0.0670613944530487, + 0.5697001218795776, + 0.07278487831354141, + 0.05203164368867874, + 0.07532496005296707 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.029821578413248062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374874636530876 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374874636530876, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374874636530876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06451712548732758, + 0.014522552490234375, + 0.006534709129482508, + 0.004803543444722891, + 0.038540080189704895, + 0.03825803101062775, + 0.5826118588447571, + 0.04755866900086403, + 0.0419338084757328, + 0.16071970760822296 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026374874636530876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00104301399551332 + ], + "opposite_logprob_tokens": [ + -6.87604284286499 + ], + "logprob_reward": -0.00104301399551332, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.00104301399551332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0757199078798294, + 0.025018662214279175, + 0.009505633264780045, + 0.00737035134807229, + 0.06732726097106934, + 0.02579752542078495, + 0.6327603459358215, + 0.055655281990766525, + 0.04936912655830383, + 0.0514758862555027 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.00104301399551332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809179365634918 + ], + "opposite_logprob_tokens": [ + -3.2880918979644775 + ], + "logprob_reward": -0.03809179365634918, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809179365634918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20851477980613708, + 0.03544874116778374, + 0.022942926734685898, + 0.016087226569652557, + 0.06379382312297821, + 0.07492531836032867, + 0.24622602760791779, + 0.09838893264532089, + 0.05761034041643143, + 0.17606183886528015 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.03809179365634918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, beginning at eye level, centers on a lone sailor, standing barefoot on a vast expanse of sand, stained a warm orange by the golden hour's afterglow. The sailor's face is weathered, his deep-set eyes and forehead etched with furrows, and his scraggly gray beard seems to still be speckled with sea salt crystals. He wears a tattered shirt, so faded it's barely recognizable as its original color. The hems and cuffs are frayed to tassels, and a rough hemp rope is casually tied around his waist as a belt. His shoulders slump slightly, his posture betraying a sense of profound fatigue. His hollow eyes stare blankly into the distance, seemingly piercing the boundless beach and the mirror-like reflections of the water cast on the wet sand after the ebb tide. As the camera moves steadily and deliberately, the warm, slanting sunlight casts ever-shifting, elongated shadows across his deep features, blending him into the vast, merging sea and sky behind him. The entire picture is shrouded in a soft golden halo, filled with a deep loneliness and melancholy washed away by time, and is full of a strong sense of vicissitudes.", + "seed": 17379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_781_seed_17379_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05181715027429164, + "vlm_logprob": -0.05181715027429164, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.05181715027429164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04034806042909622 + ], + "opposite_logprob_tokens": [ + -3.2903480529785156 + ], + "logprob_reward": -0.04034806042909622, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04034806042909622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7953040599822998, + 0.04414375498890877, + 0.006173089612275362, + 0.0058809919282794, + 0.005719859153032303, + 0.0072352951392531395, + 0.07196733355522156, + 0.012909246608614922, + 0.037836238741874695, + 0.012830115854740143 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04034806042909622 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10039927810430527 + ], + "opposite_logprob_tokens": [ + -2.3503992557525635 + ], + "logprob_reward": -0.10039927810430527, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10039927810430527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24890880286693573, + 0.11739728599786758, + 0.0204535573720932, + 0.013352344743907452, + 0.01737098954617977, + 0.01454971730709076, + 0.3399968445301056, + 0.07518919557332993, + 0.06391347944736481, + 0.08886778354644775 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.10039927810430527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055101875215768814 + ], + "opposite_logprob_tokens": [ + -2.9301018714904785 + ], + "logprob_reward": -0.055101875215768814, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055101875215768814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5395994186401367, + 0.048849206417798996, + 0.013225339353084564, + 0.01233914215117693, + 0.024521658197045326, + 0.025422392413020134, + 0.056598979979753494, + 0.02620450221002102, + 0.1611107885837555, + 0.09212855994701385 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.055101875215768814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011838816571980715 + ], + "opposite_logprob_tokens": [ + -6.751183986663818 + ], + "logprob_reward": -0.0011838816571980715, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011838816571980715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37422189116477966, + 0.09067829698324203, + 0.03929107263684273, + 0.02665061689913273, + 0.04642350226640701, + 0.026995964348316193, + 0.1289447844028473, + 0.09166183322668076, + 0.09928029030561447, + 0.07585174590349197 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0011838816571980715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620526559650898 + ], + "opposite_logprob_tokens": [ + -2.8120527267456055 + ], + "logprob_reward": -0.0620526559650898, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620526559650898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44723764061927795, + 0.056832171976566315, + 0.013225383125245571, + 0.013122834265232086, + 0.032162148505449295, + 0.007595830596983433, + 0.10779038071632385, + 0.15870815515518188, + 0.11607854813337326, + 0.047246888279914856 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0620526559650898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing tracking shot, beginning at eye level, centers on a lone sailor, standing barefoot on a vast expanse of sand, stained a warm orange by the golden hour's afterglow. The sailor's face is weathered, his deep-set eyes and forehead etched with furrows, and his scraggly gray beard seems to still be speckled with sea salt crystals. He wears a tattered shirt, so faded it's barely recognizable as its original color. The hems and cuffs are frayed to tassels, and a rough hemp rope is casually tied around his waist as a belt. His shoulders slump slightly, his posture betraying a sense of profound fatigue. His hollow eyes stare blankly into the distance, seemingly piercing the boundless beach and the mirror-like reflections of the water cast on the wet sand after the ebb tide. As the camera moves steadily and deliberately, the warm, slanting sunlight casts ever-shifting, elongated shadows across his deep features, blending him into the vast, merging sea and sky behind him. The entire picture is shrouded in a soft golden halo, filled with a deep loneliness and melancholy washed away by time, and is full of a strong sense of vicissitudes.", + "seed": 17380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_14/index_781_seed_17380_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037226302444469186, + "vlm_logprob": -0.037226302444469186, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.037226302444469186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01940002106130123 + ], + "opposite_logprob_tokens": [ + -4.019400119781494 + ], + "logprob_reward": -0.01940002106130123, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01940002106130123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4965854287147522, + 0.04137151688337326, + 0.01865139789879322, + 0.05119809880852699, + 0.061930857598781586, + 0.09538498520851135, + 0.08383908122777939, + 0.02218468487262726, + 0.04937359690666199, + 0.0794803723692894 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01940002106130123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908253908157349 + ], + "opposite_logprob_tokens": [ + -2.4640824794769287 + ], + "logprob_reward": -0.08908253908157349, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908253908157349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3344287872314453, + 0.08515778928995132, + 0.056668803095817566, + 0.04958464205265045, + 0.08794824779033661, + 0.06357063353061676, + 0.1286415457725525, + 0.03723359480500221, + 0.045995160937309265, + 0.11077075451612473 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.08908253908157349 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043134648352861404 + ], + "opposite_logprob_tokens": [ + -3.1681346893310547 + ], + "logprob_reward": -0.043134648352861404, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043134648352861404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12046892940998077, + 0.04110141471028328, + 0.018937483429908752, + 0.04002179205417633, + 0.04928422346711159, + 0.0759303867816925, + 0.10023146122694016, + 0.07000228017568588, + 0.0917283445596695, + 0.39229369163513184 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.043134648352861404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008148210472427309 + ], + "opposite_logprob_tokens": [ + -7.125814914703369 + ], + "logprob_reward": -0.0008148210472427309, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008148210472427309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2184634655714035, + 0.10324180871248245, + 0.02529761753976345, + 0.0457705557346344, + 0.040865637362003326, + 0.05421612784266472, + 0.166653111577034, + 0.08789993077516556, + 0.09136785566806793, + 0.1662238985300064 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0008148210472427309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast expanse of sand with wet sand reflecting the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone sailor standing barefoot wearing a tattered shirt and a rough hemp rope belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sailor have weathered features including deep-set eyes, forehead furrows, and a scraggly gray beard speckled with sea salt crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by warm orange/golden hour tones with slanting sunlight casting elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, arcing tracking shot that begins at eye level and moves steadily?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699482679367065 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.033699482679367065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699482679367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15875087678432465, + 0.07263889908790588, + 0.06508535146713257, + 0.05278819799423218, + 0.07438293099403381, + 0.12928904592990875, + 0.19402915239334106, + 0.11375491321086884, + 0.05842426419258118, + 0.08085636049509048 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.033699482679367065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_tensor([9794, 9794])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_tensor([9794, 9794])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b31e4594735821b56da2d710063f9c4841a6064 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_tensor([9794, 9794])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera, at eye level, moves in a slow, smooth 360-degree orbiting motion around a cucumber suspended in the center of a pure black background. The freshly picked cucumber displays a vibrant emerald green, its skin naturally gradating from dark green to light green. Its surface is covered in tiny, sharp white thorns, creating a textured, uneven texture. A soft, bright spotlight shines from above and sideways, precisely outlining the cucumber's slender, slightly curved outline and casting subtle shadows across its surface, dramatically enhancing the sense of three-dimensionality. Countless crystal-clear water droplets of varying sizes cling tightly to the cucumber's skin, each like a tiny lens, reflecting a brilliant light that flickers as the camera steadily pans. Some of the larger droplets, pulled by gravity, slowly slide down the cucumber's curve, leaving behind a wet trail. The entire picture presents an extremely pure, fresh and natural texture, and the atmosphere is tranquil and focused, as if conducting a microscopic exploration of nature's creations.", + "seed": 11635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_9794_seed_11635_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06179897077381611, + "vlm_logprob": -0.06179897077381611, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06179897077381611, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0347340889275074 + ], + "opposite_logprob_tokens": [ + -3.409734010696411 + ], + "logprob_reward": -0.0347340889275074, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0347340889275074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17593345046043396, + 0.07343949377536774, + 0.08164539933204651, + 0.07166699320077896, + 0.09006298333406448, + 0.1529683768749237, + 0.08249015361070633, + 0.2136290967464447, + 0.026726730167865753, + 0.031437359750270844 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0347340889275074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087606549263 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.016087606549263, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087606549263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5446518659591675, + 0.10569103062152863, + 0.042945750057697296, + 0.02464165724813938, + 0.0646379366517067, + 0.10560637712478638, + 0.021037278696894646, + 0.021757785230875015, + 0.026416346430778503, + 0.04261396825313568 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.016087606549263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293745785951614 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.11293745785951614, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293745785951614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15776780247688293, + 0.0989052951335907, + 0.02858421392738819, + 0.09656212478876114, + 0.10379606485366821, + 0.10793320089578629, + 0.21076245605945587, + 0.09662379324436188, + 0.03134297952055931, + 0.06772202253341675 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.11293745785951614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819257251918316 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.01819257251918316, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819257251918316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15851187705993652, + 0.06732489168643951, + 0.08410558849573135, + 0.058097824454307556, + 0.1156381219625473, + 0.08105400204658508, + 0.04900459200143814, + 0.06942258030176163, + 0.05525593087077141, + 0.261584609746933 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.01819257251918316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704312801361084 + ], + "opposite_logprob_tokens": [ + -2.1270432472229004 + ], + "logprob_reward": -0.12704312801361084, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704312801361084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0945323258638382, + 0.2516288161277771, + 0.02449698932468891, + 0.078628771007061, + 0.12513116002082825, + 0.19318287074565887, + 0.059122953563928604, + 0.04982554912567139, + 0.0796705111861229, + 0.04377997666597366 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.12704312801361084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera, at eye level, moves in a slow, smooth 360-degree orbiting motion around a cucumber suspended in the center of a pure black background. The freshly picked cucumber displays a vibrant emerald green, its skin naturally gradating from dark green to light green. Its surface is covered in tiny, sharp white thorns, creating a textured, uneven texture. A soft, bright spotlight shines from above and sideways, precisely outlining the cucumber's slender, slightly curved outline and casting subtle shadows across its surface, dramatically enhancing the sense of three-dimensionality. Countless crystal-clear water droplets of varying sizes cling tightly to the cucumber's skin, each like a tiny lens, reflecting a brilliant light that flickers as the camera steadily pans. Some of the larger droplets, pulled by gravity, slowly slide down the cucumber's curve, leaving behind a wet trail. The entire picture presents an extremely pure, fresh and natural texture, and the atmosphere is tranquil and focused, as if conducting a microscopic exploration of nature's creations.", + "seed": 11636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_9794_seed_11636_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16250075586140156, + "vlm_logprob": -0.16250075586140156, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.16250075586140156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016889898106455803 + ], + "opposite_logprob_tokens": [ + -4.141890048980713 + ], + "logprob_reward": -0.016889898106455803, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016889898106455803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10413581132888794, + 0.020114168524742126, + 0.3466249406337738, + 0.03737123683094978, + 0.1194465383887291, + 0.09581401199102402, + 0.055858589708805084, + 0.05612669140100479, + 0.046779341995716095, + 0.11772868037223816 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.016889898106455803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22567616403102875 + ], + "opposite_logprob_tokens": [ + -1.60067617893219 + ], + "logprob_reward": -0.22567616403102875, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22567616403102875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21247582137584686, + 0.02468918450176716, + 0.3233780562877655, + 0.10773704200983047, + 0.041773948818445206, + 0.1170235201716423, + 0.09255305677652359, + 0.030984923243522644, + 0.022164639085531235, + 0.027219869196414948 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.22567616403102875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887797951698303 + ], + "opposite_logprob_tokens": [ + -1.0538779497146606 + ], + "logprob_reward": -0.42887797951698303, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887797951698303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2090342789888382, + 0.05900256335735321, + 0.05718609690666199, + 0.05478320270776749, + 0.159562885761261, + 0.03720561042428017, + 0.02716786600649357, + 0.06746701151132584, + 0.15167276561260223, + 0.1769176423549652 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.42887797951698303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207988038659096 + ], + "opposite_logprob_tokens": [ + -2.812079906463623 + ], + "logprob_reward": -0.06207988038659096, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207988038659096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20410515367984772, + 0.10044636577367783, + 0.0543900728225708, + 0.06640086323022842, + 0.31994879245758057, + 0.047979164868593216, + 0.03993803635239601, + 0.07320422679185867, + 0.05007416382431984, + 0.0435132198035717 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.06207988038659096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897985726594925 + ], + "opposite_logprob_tokens": [ + -2.578979969024658 + ], + "logprob_reward": -0.07897985726594925, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897985726594925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1540149748325348, + 0.05906111001968384, + 0.31005367636680603, + 0.03436017408967018, + 0.2710950970649719, + 0.05160558968782425, + 0.027585968375205994, + 0.021031858399510384, + 0.03576492890715599, + 0.03542669862508774 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.07897985726594925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera, at eye level, moves in a slow, smooth 360-degree orbiting motion around a cucumber suspended in the center of a pure black background. The freshly picked cucumber displays a vibrant emerald green, its skin naturally gradating from dark green to light green. Its surface is covered in tiny, sharp white thorns, creating a textured, uneven texture. A soft, bright spotlight shines from above and sideways, precisely outlining the cucumber's slender, slightly curved outline and casting subtle shadows across its surface, dramatically enhancing the sense of three-dimensionality. Countless crystal-clear water droplets of varying sizes cling tightly to the cucumber's skin, each like a tiny lens, reflecting a brilliant light that flickers as the camera steadily pans. Some of the larger droplets, pulled by gravity, slowly slide down the cucumber's curve, leaving behind a wet trail. The entire picture presents an extremely pure, fresh and natural texture, and the atmosphere is tranquil and focused, as if conducting a microscopic exploration of nature's creations.", + "seed": 11637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_9794_seed_11637_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07834577150642871, + "vlm_logprob": -0.07834577150642871, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.07834577150642871, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03912965953350067 + ], + "opposite_logprob_tokens": [ + -3.2891297340393066 + ], + "logprob_reward": -0.03912965953350067, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03912965953350067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09405826032161713, + 0.28907859325408936, + 0.016275856643915176, + 0.028137220069766045, + 0.4032489061355591, + 0.0555395744740963, + 0.06691696494817734, + 0.016557103022933006, + 0.014807604253292084, + 0.015379945747554302 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.03912965953350067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298707127571106 + ], + "opposite_logprob_tokens": [ + -2.2379870414733887 + ], + "logprob_reward": -0.11298707127571106, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298707127571106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0934719368815422, + 0.16327735781669617, + 0.20785555243492126, + 0.029996832832694054, + 0.22851476073265076, + 0.05115251615643501, + 0.020744632929563522, + 0.028311561793088913, + 0.0794198215007782, + 0.09725506603717804 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.11298707127571106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.112943634390831 + ], + "opposite_logprob_tokens": [ + -2.237943649291992 + ], + "logprob_reward": -0.112943634390831, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.112943634390831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292199343442917, + 0.2986246347427368, + 0.044999923557043076, + 0.026962710544466972, + 0.27912482619285583, + 0.16403190791606903, + 0.019623802974820137, + 0.00921432301402092, + 0.014862134121358395, + 0.013335859403014183 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.112943634390831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635989524424076 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635989524424076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635989524424076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2282923460006714, + 0.10582613199949265, + 0.21756957471370697, + 0.034579794853925705, + 0.1907118409872055, + 0.0806163027882576, + 0.033416442573070526, + 0.04930562898516655, + 0.031995195895433426, + 0.02768675610423088 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02635989524424076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030859708786011 + ], + "opposite_logprob_tokens": [ + -2.350308656692505 + ], + "logprob_reward": -0.10030859708786011, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030859708786011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045970939099788666, + 0.05642978101968765, + 0.13443633913993835, + 0.050645798444747925, + 0.3662225902080536, + 0.09271226078271866, + 0.11134663224220276, + 0.061832115054130554, + 0.033464834094047546, + 0.04693874716758728 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.10030859708786011 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera, at eye level, moves in a slow, smooth 360-degree orbiting motion around a cucumber suspended in the center of a pure black background. The freshly picked cucumber displays a vibrant emerald green, its skin naturally gradating from dark green to light green. Its surface is covered in tiny, sharp white thorns, creating a textured, uneven texture. A soft, bright spotlight shines from above and sideways, precisely outlining the cucumber's slender, slightly curved outline and casting subtle shadows across its surface, dramatically enhancing the sense of three-dimensionality. Countless crystal-clear water droplets of varying sizes cling tightly to the cucumber's skin, each like a tiny lens, reflecting a brilliant light that flickers as the camera steadily pans. Some of the larger droplets, pulled by gravity, slowly slide down the cucumber's curve, leaving behind a wet trail. The entire picture presents an extremely pure, fresh and natural texture, and the atmosphere is tranquil and focused, as if conducting a microscopic exploration of nature's creations.", + "seed": 11638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_15/index_9794_seed_11638_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08545901030302047, + "vlm_logprob": -0.08545901030302047, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.08545901030302047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016993040218949318 + ], + "opposite_logprob_tokens": [ + -4.141993045806885 + ], + "logprob_reward": -0.016993040218949318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016993040218949318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15216560661792755, + 0.0875079333782196, + 0.04974459856748581, + 0.03894336149096489, + 0.08848198503255844, + 0.036501992493867874, + 0.07680992037057877, + 0.04716802388429642, + 0.06390155106782913, + 0.3587750494480133 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.016993040218949318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890621468424797 + ], + "opposite_logprob_tokens": [ + -2.464062213897705 + ], + "logprob_reward": -0.0890621468424797, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890621468424797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18948553502559662, + 0.10062923282384872, + 0.04279733821749687, + 0.0692940428853035, + 0.07834732532501221, + 0.10359684377908707, + 0.21234051883220673, + 0.13816523551940918, + 0.02415400929749012, + 0.04118993505835533 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0890621468424797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495305731892586 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495305731892586, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495305731892586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2348947674036026, + 0.08155634254217148, + 0.07462547719478607, + 0.19706331193447113, + 0.11040280759334564, + 0.15246939659118652, + 0.02949281968176365, + 0.04989803954958916, + 0.02337462827563286, + 0.04622240737080574 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.05495305731892586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3045456111431122, + 0.06581344455480576, + 0.0730048343539238, + 0.10031062364578247, + 0.15298305451869965, + 0.07703250646591187, + 0.05491641163825989, + 0.06846503913402557, + 0.05502335727214813, + 0.047905080020427704 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cucumber suspended in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cucumber display vibrant emerald green skin with tiny, sharp white thorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless crystal-clear water droplets of varying sizes visible clinging to the cucumber's skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, smooth 360-degree orbiting motion around the cucumber?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520838677883148 + ], + "opposite_logprob_tokens": [ + -1.5020838975906372 + ], + "logprob_reward": -0.2520838677883148, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520838677883148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44026413559913635, + 0.24434395134449005, + 0.05030408874154091, + 0.0526544414460659, + 0.020194251090288162, + 0.056739505380392075, + 0.02309843711555004, + 0.05309678986668587, + 0.02892521396279335, + 0.030379194766283035 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.2520838677883148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_tensor([2230, 2230])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_tensor([2230, 2230])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..60f47320fdcd808cb348629d55cc27f5d2419f4f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_tensor([2230, 2230])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle tracking shot follows a massive armored train as it rumbles across a vast, desolate snowfield, its scale and speed rendered with photorealistic CGI. A savage behemoth constructed of black, riveted gunmetal, brimming with countless large-caliber automatic turrets, the train slowly and menacingly scans the empty horizon. It roars forward at an incredible speed, its massive pistons pumping furiously while its engines violently spew thick, billowing clouds of black smoke and superheated white steam, instantly ripped apart by sheer speed. The entire scene is set against a gloomy gray sky, with a few sparse, skeletal trees visible in the distance, emphasizing its immense scale. The train's relentless advance carves a deep furrow into the pristine white snow, stirring up a turbulent cloud of powder and ice crystals in its wake. The lighting is cold and diffused, creating a stark, high-contrast palette, the bright white landscape of the pit against the dark, monolithic form of the train, generating an awe-inspiring and nightmarish atmosphere of unstoppable, mechanical forces invading a silent, natural world.", + "seed": 4990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_2230_seed_4990_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03913944102823734, + "vlm_logprob": -0.03913944102823734, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03913944102823734, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0911230519413948 + ], + "opposite_logprob_tokens": [ + -2.466123104095459 + ], + "logprob_reward": -0.0911230519413948, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0911230519413948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464618444442749, + 0.13610966503620148, + 0.03441457077860832, + 0.04392934590578079, + 0.065889373421669, + 0.12969721853733063, + 0.10824938863515854, + 0.16466473042964935, + 0.0920332595705986, + 0.07855062931776047 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0911230519413948 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043098680675029755 + ], + "opposite_logprob_tokens": [ + -3.1680986881256104 + ], + "logprob_reward": -0.043098680675029755, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043098680675029755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20565271377563477, + 0.1378975212574005, + 0.047749876976013184, + 0.04328698664903641, + 0.04364681988954544, + 0.0640331357717514, + 0.029609812423586845, + 0.2096189558506012, + 0.12660449743270874, + 0.09189969301223755 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.043098680675029755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16124755144119263, + 0.20542393624782562, + 0.036934614181518555, + 0.028629664331674576, + 0.04093199595808983, + 0.043795645236968994, + 0.0203848909586668, + 0.27131009101867676, + 0.1324126273393631, + 0.0589289553463459 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.02058732882142067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089242994785309 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089242994785309, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089242994785309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15056279301643372, + 0.2346360981464386, + 0.02987765148282051, + 0.029497671872377396, + 0.015684908255934715, + 0.07747925817966461, + 0.017686793580651283, + 0.13170216977596283, + 0.28979310393333435, + 0.023079559206962585 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.011089242994785309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2057415395975113, + 0.07038756459951401, + 0.07997185736894608, + 0.10886149108409882, + 0.029284048825502396, + 0.03394164517521858, + 0.03088420070707798, + 0.22001555562019348, + 0.16120503842830658, + 0.05970711261034012 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.029798900708556175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot follows a massive armored train as it rumbles across a vast, desolate snowfield, its scale and speed rendered with photorealistic CGI. A savage behemoth constructed of black, riveted gunmetal, brimming with countless large-caliber automatic turrets, the train slowly and menacingly scans the empty horizon. It roars forward at an incredible speed, its massive pistons pumping furiously while its engines violently spew thick, billowing clouds of black smoke and superheated white steam, instantly ripped apart by sheer speed. The entire scene is set against a gloomy gray sky, with a few sparse, skeletal trees visible in the distance, emphasizing its immense scale. The train's relentless advance carves a deep furrow into the pristine white snow, stirring up a turbulent cloud of powder and ice crystals in its wake. The lighting is cold and diffused, creating a stark, high-contrast palette, the bright white landscape of the pit against the dark, monolithic form of the train, generating an awe-inspiring and nightmarish atmosphere of unstoppable, mechanical forces invading a silent, natural world.", + "seed": 4991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_2230_seed_4991_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03900917652063072, + "vlm_logprob": -0.03900917652063072, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03900917652063072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0908811017870903 + ], + "opposite_logprob_tokens": [ + -2.465881109237671 + ], + "logprob_reward": -0.0908811017870903, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0908811017870903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17154276371002197, + 0.03351154550909996, + 0.07494731992483139, + 0.2007042020559311, + 0.23743891716003418, + 0.028684793040156364, + 0.06271442770957947, + 0.05841749534010887, + 0.07352766394615173, + 0.05851084366440773 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0908811017870903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680439591407776 + ], + "opposite_logprob_tokens": [ + -3.048680543899536 + ], + "logprob_reward": -0.048680439591407776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680439591407776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24747547507286072, + 0.04900497570633888, + 0.03533324599266052, + 0.2537406086921692, + 0.12355710566043854, + 0.04184087738394737, + 0.08107899874448776, + 0.04609985649585724, + 0.058046191930770874, + 0.06382264941930771 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.048680439591407776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371123969554901 + ], + "opposite_logprob_tokens": [ + -3.4087111949920654 + ], + "logprob_reward": -0.03371123969554901, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371123969554901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18311887979507446, + 0.05860593169927597, + 0.03598693758249283, + 0.1590501219034195, + 0.12412536889314651, + 0.0391838476061821, + 0.24911998212337494, + 0.07108170539140701, + 0.0377693846821785, + 0.04195782169699669 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.03371123969554901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011850723531097174 + ], + "opposite_logprob_tokens": [ + -6.751184940338135 + ], + "logprob_reward": -0.0011850723531097174, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011850723531097174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08291751146316528, + 0.14972315728664398, + 0.045875124633312225, + 0.06406422704458237, + 0.3671283721923828, + 0.03395150974392891, + 0.09776949137449265, + 0.10873276740312576, + 0.027736984193325043, + 0.022100837901234627 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0011850723531097174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058802917599678 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058802917599678, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058802917599678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13451220095157623, + 0.03393159061670303, + 0.05838651955127716, + 0.090071901679039, + 0.3010953366756439, + 0.049061987549066544, + 0.15713077783584595, + 0.09890580922365189, + 0.03992493450641632, + 0.036978937685489655 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.02058802917599678 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot follows a massive armored train as it rumbles across a vast, desolate snowfield, its scale and speed rendered with photorealistic CGI. A savage behemoth constructed of black, riveted gunmetal, brimming with countless large-caliber automatic turrets, the train slowly and menacingly scans the empty horizon. It roars forward at an incredible speed, its massive pistons pumping furiously while its engines violently spew thick, billowing clouds of black smoke and superheated white steam, instantly ripped apart by sheer speed. The entire scene is set against a gloomy gray sky, with a few sparse, skeletal trees visible in the distance, emphasizing its immense scale. The train's relentless advance carves a deep furrow into the pristine white snow, stirring up a turbulent cloud of powder and ice crystals in its wake. The lighting is cold and diffused, creating a stark, high-contrast palette, the bright white landscape of the pit against the dark, monolithic form of the train, generating an awe-inspiring and nightmarish atmosphere of unstoppable, mechanical forces invading a silent, natural world.", + "seed": 4992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_2230_seed_4992_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05959307448938489, + "vlm_logprob": -0.05959307448938489, + "vlm_yes_no_margin": 3.374999976158142, + "vlm_token_credit": -0.05959307448938489, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12961158156394958 + ], + "opposite_logprob_tokens": [ + -2.1296114921569824 + ], + "logprob_reward": -0.12961158156394958, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12961158156394958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0838322788476944, + 0.04278929531574249, + 0.1186959370970726, + 0.08127816766500473, + 0.03867549076676369, + 0.23749485611915588, + 0.19573237001895905, + 0.046649154275655746, + 0.07621759921312332, + 0.0786348432302475 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.12961158156394958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097998946905136 + ], + "opposite_logprob_tokens": [ + -3.168097972869873 + ], + "logprob_reward": -0.043097998946905136, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097998946905136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08094844967126846, + 0.12360110133886337, + 0.08532531559467316, + 0.08372463285923004, + 0.058470673859119415, + 0.20464865863323212, + 0.13916261494159698, + 0.07379628717899323, + 0.037012506276369095, + 0.11330977827310562 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.043097998946905136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905690908432007 + ], + "opposite_logprob_tokens": [ + -2.464056968688965 + ], + "logprob_reward": -0.08905690908432007, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905690908432007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19564391672611237, + 0.14523933827877045, + 0.06385401636362076, + 0.04782192036509514, + 0.05317467451095581, + 0.05427165329456329, + 0.05760695040225983, + 0.01812979020178318, + 0.0475802943110466, + 0.3166774809360504 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.08905690908432007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249824533239007 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.00249824533239007, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249824533239007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06530206650495529, + 0.08196914941072464, + 0.16305062174797058, + 0.08025676757097244, + 0.03986809402704239, + 0.11314341425895691, + 0.049143459647893906, + 0.06637676805257797, + 0.27444541454315186, + 0.06644424051046371 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.00249824533239007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370063751935959 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370063751935959, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370063751935959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09658770263195038, + 0.057980962097644806, + 0.3709922134876251, + 0.06011391431093216, + 0.08660709857940674, + 0.1310381293296814, + 0.0558554083108902, + 0.06747490167617798, + 0.02014004811644554, + 0.05320964753627777 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.03370063751935959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot follows a massive armored train as it rumbles across a vast, desolate snowfield, its scale and speed rendered with photorealistic CGI. A savage behemoth constructed of black, riveted gunmetal, brimming with countless large-caliber automatic turrets, the train slowly and menacingly scans the empty horizon. It roars forward at an incredible speed, its massive pistons pumping furiously while its engines violently spew thick, billowing clouds of black smoke and superheated white steam, instantly ripped apart by sheer speed. The entire scene is set against a gloomy gray sky, with a few sparse, skeletal trees visible in the distance, emphasizing its immense scale. The train's relentless advance carves a deep furrow into the pristine white snow, stirring up a turbulent cloud of powder and ice crystals in its wake. The lighting is cold and diffused, creating a stark, high-contrast palette, the bright white landscape of the pit against the dark, monolithic form of the train, generating an awe-inspiring and nightmarish atmosphere of unstoppable, mechanical forces invading a silent, natural world.", + "seed": 4993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_2/index_2230_seed_4993_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.067968333279714, + "vlm_logprob": -0.067968333279714, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.067968333279714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1488633155822754 + ], + "opposite_logprob_tokens": [ + -2.0238633155822754 + ], + "logprob_reward": -0.1488633155822754, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1488633155822754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06573125720024109, + 0.030862636864185333, + 0.07943598926067352, + 0.0722896158695221, + 0.03326483443379402, + 0.05094151571393013, + 0.1356320083141327, + 0.1805891990661621, + 0.12645180523395538, + 0.22480115294456482 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.1488633155822754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006783038377762 + ], + "opposite_logprob_tokens": [ + -2.695067882537842 + ], + "logprob_reward": -0.07006783038377762, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006783038377762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051762402057647705, + 0.034410785883665085, + 0.07095429301261902, + 0.06707541644573212, + 0.04200270399451256, + 0.04304191470146179, + 0.16380181908607483, + 0.2422642707824707, + 0.09091724455356598, + 0.19376911222934723 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.07006783038377762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700417086482048 + ], + "opposite_logprob_tokens": [ + -2.6950416564941406 + ], + "logprob_reward": -0.0700417086482048, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700417086482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1467140018939972, + 0.0536518469452858, + 0.05190409719944, + 0.026063306257128716, + 0.04757080227136612, + 0.06707549840211868, + 0.2239246815443039, + 0.07662206888198853, + 0.07376717031002045, + 0.23270657658576965 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0700417086482048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002207106677815318 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.002207106677815318, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002207106677815318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12586507201194763, + 0.05168136954307556, + 0.07833565026521683, + 0.030120985582470894, + 0.049808070063591, + 0.11624693125486374, + 0.10455852001905441, + 0.13983455300331116, + 0.1914454847574234, + 0.11210333555936813 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.002207106677815318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive armored train constructed of black, riveted gunmetal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train equipped with countless large-caliber automatic turrets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving at incredible speed across a vast, desolate snowfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train emit thick black smoke and white steam from its engines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot against a gloomy gray sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866170510649681 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.04866170510649681, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866170510649681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11028048396110535, + 0.020152756944298744, + 0.05798668414354324, + 0.01998528279364109, + 0.02336769364774227, + 0.15300685167312622, + 0.04694552719593048, + 0.06576468050479889, + 0.10400456935167313, + 0.39850544929504395 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.04866170510649681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_tensor([1177, 1177])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_tensor([1177, 1177])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5130b48caf1471ba8da6523e3959fd57fcee2bcc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_tensor([1177, 1177])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot, captured with a macro lens and a shallow depth of field, captures a scene within a pristine terracotta flowerpot. The camera remains still, intently observing the emergence of life. In the image, the surface of the loose, dark brown soil arches slightly, then a tiny crack appears. A fresh, emerald green sprout, its curled head bearing tiny grains of moist earth, firmly and powerfully breaks through the earth. Then, with miraculous, time-lapse speed, it ascends, rapidly unfurling two delicate, first leaves. As if imbued with a sense of life, the slender, resilient vine gracefully explores, spirals, and extends. Warm morning light streams in from outside the frame, gently outlining the translucent edges of the sprout and vine, making them appear to shimmer. Behind the focal point, the entire background is completely blurred, softly transforming into a dreamy, circular patch of gold, green, and white, which shimmers subtly with the vine's gentle swaying. The entire painting is filled with a tranquil yet stunning vitality, with the dominant colors being natural earthy brown and vibrant plant green, creating a sense of awe and hope in witnessing the wonders of nature.", + "seed": 28645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_1177_seed_28645_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16986346049234272, + "vlm_logprob": -0.16986346049234272, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.16986346049234272, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006320131942629814 + ], + "opposite_logprob_tokens": [ + -5.506319999694824 + ], + "logprob_reward": -0.006320131942629814, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006320131942629814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008374611847102642, + 0.003729849588125944, + 0.0060694837011396885, + 0.006000906229019165, + 0.002909944159910083, + 0.004981114529073238, + 0.010366340167820454, + 0.005958516150712967, + 0.945651650428772, + 0.005957660265266895 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.006320131942629814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007116824388504 + ], + "opposite_logprob_tokens": [ + -2.695071220397949 + ], + "logprob_reward": -0.07007116824388504, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007116824388504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04749970883131027, + 0.020384056493639946, + 0.04318071901798248, + 0.0606997013092041, + 0.020275406539440155, + 0.014957694336771965, + 0.012450801208615303, + 0.017855944111943245, + 0.7479361891746521, + 0.014759794808924198 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.07007116824388504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793803095817566 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793803095817566, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793803095817566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01118970662355423, + 0.007906182669103146, + 0.01151589211076498, + 0.013392438180744648, + 0.00686349393799901, + 0.009575928561389446, + 0.016091765835881233, + 0.025355232879519463, + 0.8844843506813049, + 0.013624997809529305 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.009793803095817566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578749656677246 + ], + "opposite_logprob_tokens": [ + -0.6328749656677246 + ], + "logprob_reward": -0.7578749656677246, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578749656677246, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.007013065740466118, + 0.0036150028463453054, + 0.005628741811960936, + 0.0019265313167124987, + 0.005519944243133068, + 0.0024330203887075186, + 0.003466473426669836, + 0.00201460556127131, + 0.9642396569252014, + 0.004142913036048412 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.7578749656677246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06391942501068115, + 0.03439309820532799, + 0.029649799689650536, + 0.016623079776763916, + 0.013555347919464111, + 0.011268277652561665, + 0.0035221069119870663, + 0.00782895926386118, + 0.8086524605751038, + 0.010587334632873535 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.005257233511656523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured with a macro lens and a shallow depth of field, captures a scene within a pristine terracotta flowerpot. The camera remains still, intently observing the emergence of life. In the image, the surface of the loose, dark brown soil arches slightly, then a tiny crack appears. A fresh, emerald green sprout, its curled head bearing tiny grains of moist earth, firmly and powerfully breaks through the earth. Then, with miraculous, time-lapse speed, it ascends, rapidly unfurling two delicate, first leaves. As if imbued with a sense of life, the slender, resilient vine gracefully explores, spirals, and extends. Warm morning light streams in from outside the frame, gently outlining the translucent edges of the sprout and vine, making them appear to shimmer. Behind the focal point, the entire background is completely blurred, softly transforming into a dreamy, circular patch of gold, green, and white, which shimmers subtly with the vine's gentle swaying. The entire painting is filled with a tranquil yet stunning vitality, with the dominant colors being natural earthy brown and vibrant plant green, creating a sense of awe and hope in witnessing the wonders of nature.", + "seed": 28646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_1177_seed_28646_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15479216482490302, + "vlm_logprob": -0.15479216482490302, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.15479216482490302, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010845878161489964 + ], + "opposite_logprob_tokens": [ + -4.63584566116333 + ], + "logprob_reward": -0.010845878161489964, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010845878161489964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056038640439510345, + 0.02774995006620884, + 0.028199562802910805, + 0.03919150307774544, + 0.019829807803034782, + 0.01646619290113449, + 0.02247522585093975, + 0.16349080204963684, + 0.5358856916427612, + 0.09067259728908539 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.010845878161489964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680439591407776 + ], + "opposite_logprob_tokens": [ + -3.048680543899536 + ], + "logprob_reward": -0.048680439591407776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680439591407776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08472686260938644, + 0.0250674057751894, + 0.052757687866687775, + 0.03809647634625435, + 0.036265648901462555, + 0.02050429955124855, + 0.03324789181351662, + 0.08802736550569534, + 0.6033250689506531, + 0.017981326207518578 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.048680439591407776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05012722685933113, + 0.032482072710990906, + 0.02529763989150524, + 0.02756093069911003, + 0.04125673696398735, + 0.049738407135009766, + 0.06436608731746674, + 0.101552315056324, + 0.2684214413166046, + 0.3391970694065094 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934188008308411 + ], + "opposite_logprob_tokens": [ + -0.6934188008308411 + ], + "logprob_reward": -0.6934188008308411, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934188008308411, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14332547783851624, + 0.04709938168525696, + 0.06060791015625, + 0.0639561116695404, + 0.029031099751591682, + 0.06449640542268753, + 0.10694185644388199, + 0.08780581504106522, + 0.3182462751865387, + 0.07848969846963882 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.6934188008308411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820206806063652 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820206806063652, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820206806063652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18129169940948486, + 0.13505953550338745, + 0.04927128553390503, + 0.06216486170887947, + 0.07802478969097137, + 0.06431399285793304, + 0.0879700630903244, + 0.05237261578440666, + 0.24688592553138733, + 0.042645230889320374 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002820206806063652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured with a macro lens and a shallow depth of field, captures a scene within a pristine terracotta flowerpot. The camera remains still, intently observing the emergence of life. In the image, the surface of the loose, dark brown soil arches slightly, then a tiny crack appears. A fresh, emerald green sprout, its curled head bearing tiny grains of moist earth, firmly and powerfully breaks through the earth. Then, with miraculous, time-lapse speed, it ascends, rapidly unfurling two delicate, first leaves. As if imbued with a sense of life, the slender, resilient vine gracefully explores, spirals, and extends. Warm morning light streams in from outside the frame, gently outlining the translucent edges of the sprout and vine, making them appear to shimmer. Behind the focal point, the entire background is completely blurred, softly transforming into a dreamy, circular patch of gold, green, and white, which shimmers subtly with the vine's gentle swaying. The entire painting is filled with a tranquil yet stunning vitality, with the dominant colors being natural earthy brown and vibrant plant green, creating a sense of awe and hope in witnessing the wonders of nature.", + "seed": 28647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_1177_seed_28647_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11340654785744846, + "vlm_logprob": -0.11340654785744846, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.11340654785744846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0075806803070008755 + ], + "opposite_logprob_tokens": [ + -5.007580757141113 + ], + "logprob_reward": -0.0075806803070008755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0075806803070008755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26026269793510437, + 0.2977553606033325, + 0.24692262709140778, + 0.042040105909109116, + 0.033791862428188324, + 0.04703254997730255, + 0.011824485845863819, + 0.01996832899749279, + 0.026707716286182404, + 0.013694284483790398 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0075806803070008755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700618326663971 + ], + "opposite_logprob_tokens": [ + -2.6950619220733643 + ], + "logprob_reward": -0.0700618326663971, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700618326663971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4642164707183838, + 0.2462412714958191, + 0.08305274695158005, + 0.05185418576002121, + 0.05501007288694382, + 0.018313145264983177, + 0.013599822297692299, + 0.02628760226070881, + 0.016662562265992165, + 0.024762077257037163 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0700618326663971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553011998534203 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553011998534203, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553011998534203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5274285674095154, + 0.053628429770469666, + 0.13244502246379852, + 0.03762858733534813, + 0.05719790607690811, + 0.06075797975063324, + 0.06065622344613075, + 0.020419633015990257, + 0.018964599817991257, + 0.03087306208908558 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.012553011998534203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743470549583435 + ], + "opposite_logprob_tokens": [ + -0.9743470549583435 + ], + "logprob_reward": -0.4743470549583435, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743470549583435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3780486285686493, + 0.10121039301156998, + 0.23867936432361603, + 0.10176645964384079, + 0.045858096331357956, + 0.025044776499271393, + 0.032693590968847275, + 0.03748582303524017, + 0.024277739226818085, + 0.014935102313756943 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.4743470549583435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024901593569666147 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024901593569666147, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024901593569666147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4323650598526001, + 0.09560147672891617, + 0.17811931669712067, + 0.09035071730613708, + 0.048185285180807114, + 0.029987545683979988, + 0.035268764942884445, + 0.026810556650161743, + 0.04631984233856201, + 0.016991430893540382 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0024901593569666147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, captured with a macro lens and a shallow depth of field, captures a scene within a pristine terracotta flowerpot. The camera remains still, intently observing the emergence of life. In the image, the surface of the loose, dark brown soil arches slightly, then a tiny crack appears. A fresh, emerald green sprout, its curled head bearing tiny grains of moist earth, firmly and powerfully breaks through the earth. Then, with miraculous, time-lapse speed, it ascends, rapidly unfurling two delicate, first leaves. As if imbued with a sense of life, the slender, resilient vine gracefully explores, spirals, and extends. Warm morning light streams in from outside the frame, gently outlining the translucent edges of the sprout and vine, making them appear to shimmer. Behind the focal point, the entire background is completely blurred, softly transforming into a dreamy, circular patch of gold, green, and white, which shimmers subtly with the vine's gentle swaying. The entire painting is filled with a tranquil yet stunning vitality, with the dominant colors being natural earthy brown and vibrant plant green, creating a sense of awe and hope in witnessing the wonders of nature.", + "seed": 28648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_3/index_1177_seed_28648_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10207717320881785, + "vlm_logprob": -0.10207717320881785, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.10207717320881785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006455757189542055 + ], + "opposite_logprob_tokens": [ + -5.631455898284912 + ], + "logprob_reward": -0.006455757189542055, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.006455757189542055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20600496232509613, + 0.09967685490846634, + 0.20793436467647552, + 0.11430832743644714, + 0.1166292354464531, + 0.041403669863939285, + 0.059577103704214096, + 0.06025896966457367, + 0.04022940248250961, + 0.05397708714008331 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.006455757189542055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036887228488922 + ], + "opposite_logprob_tokens": [ + -2.3503689765930176 + ], + "logprob_reward": -0.10036887228488922, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036887228488922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17096664011478424, + 0.11980776488780975, + 0.3536531627178192, + 0.11530838906764984, + 0.020173151046037674, + 0.051685068756341934, + 0.058410800993442535, + 0.04346518963575363, + 0.030341530218720436, + 0.036188237369060516 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10036887228488922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213986694812775 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213986694812775, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213986694812775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13505613803863525, + 0.0796336829662323, + 0.241459459066391, + 0.04576917737722397, + 0.044133856892585754, + 0.08164837211370468, + 0.10685058683156967, + 0.15453658998012543, + 0.040020473301410675, + 0.0708915963768959 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.014213986694812775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38714835047721863 + ], + "opposite_logprob_tokens": [ + -1.137148380279541 + ], + "logprob_reward": -0.38714835047721863, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38714835047721863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3089703917503357, + 0.07173868268728256, + 0.2661525011062622, + 0.08417218178510666, + 0.04788656905293465, + 0.0209263414144516, + 0.03737980127334595, + 0.037970539182424545, + 0.06556807458400726, + 0.05923489108681679 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.38714835047721863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a sprout emerging from loose, dark brown soil inside a terracotta flowerpot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a tiny crack appearing in the soil before a fresh, emerald green sprout breaks through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sprout rapidly unfurl two delicate, first leaves and extend a slender vine that spirals and explores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera completely still throughout the video while warm morning light streams in from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft, circular patch of gold, green, and white that shimmers with the vine's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198899397626519 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198899397626519, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198899397626519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5426950454711914, + 0.10238523036241531, + 0.144856259226799, + 0.028229229152202606, + 0.03058292530477047, + 0.04905392974615097, + 0.022292204201221466, + 0.03082711063325405, + 0.019639478996396065, + 0.029438599944114685 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.002198899397626519 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_tensor([5380, 5380])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_tensor([5380, 5380])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d5cbb3d56e9985920459d7ee32dc0d19d751b839 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_tensor([5380, 5380])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, filmed from an extremely low angle, closely follows a dromedary camel as it gallops across the vast golden desert. The scorching sun hangs high in a cloudless, azure sky, casting a dazzling light that punctuates the rolling dunes and permeates the air with visible heat waves. The powerful camel, its coarse, sandy-brown fur rippling in the wind, strikes with breathtaking force and rhythm, its four muscular legs alternately striking the ground with each strike, digging deeply into the soft sand before powerfully paving its way backward, leaving behind a dense, majestic curtain of golden dust. Sunlight penetrates the swirling sand mist, illuminating it with a shimmering cloud of golden particles. The camel holds its head high, its gaze determined, as if waging an unyielding struggle against the intense heat and distance. The entire scene is imbued with a sense of primal power, speed, and epic grandeur.", + "seed": 5062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_5380_seed_5062_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09521965368185192, + "vlm_logprob": -0.09521965368185192, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.09521965368185192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.45098233222961426 + ], + "opposite_logprob_tokens": [ + -1.0759823322296143 + ], + "logprob_reward": -0.45098233222961426, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.45098233222961426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08876612037420273, + 0.037416327744722366, + 0.15587706863880157, + 0.02810833416879177, + 0.021648632362484932, + 0.0600598007440567, + 0.47998178005218506, + 0.03805720806121826, + 0.06150474771857262, + 0.028579963371157646 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.45098233222961426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005980454385280609 + ], + "opposite_logprob_tokens": [ + -5.130980491638184 + ], + "logprob_reward": -0.005980454385280609, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005980454385280609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07353855669498444, + 0.05800987407565117, + 0.10846499353647232, + 0.04529348760843277, + 0.03192247077822685, + 0.0371624231338501, + 0.48377665877342224, + 0.03125586733222008, + 0.08485504984855652, + 0.04572058469057083 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.005980454385280609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553364969789982 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553364969789982, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553364969789982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12889336049556732, + 0.13472171127796173, + 0.06698399782180786, + 0.10503225773572922, + 0.06267362087965012, + 0.21456146240234375, + 0.1465018391609192, + 0.059802182018756866, + 0.02060188539326191, + 0.060227710753679276 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.012553364969789982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019452712731435895 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019452712731435895, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019452712731435895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2053525149822235, + 0.09021903574466705, + 0.08073979616165161, + 0.04131461679935455, + 0.08178174495697021, + 0.0772082507610321, + 0.2664942443370819, + 0.06762175261974335, + 0.02909991145133972, + 0.06016816571354866 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0019452712731435895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19518454372882843, + 0.03391242399811745, + 0.029524562880396843, + 0.020824939012527466, + 0.07741028815507889, + 0.11801555752754211, + 0.3441447913646698, + 0.08889804035425186, + 0.058944474905729294, + 0.03314033895730972 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.004636845551431179 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from an extremely low angle, closely follows a dromedary camel as it gallops across the vast golden desert. The scorching sun hangs high in a cloudless, azure sky, casting a dazzling light that punctuates the rolling dunes and permeates the air with visible heat waves. The powerful camel, its coarse, sandy-brown fur rippling in the wind, strikes with breathtaking force and rhythm, its four muscular legs alternately striking the ground with each strike, digging deeply into the soft sand before powerfully paving its way backward, leaving behind a dense, majestic curtain of golden dust. Sunlight penetrates the swirling sand mist, illuminating it with a shimmering cloud of golden particles. The camel holds its head high, its gaze determined, as if waging an unyielding struggle against the intense heat and distance. The entire scene is imbued with a sense of primal power, speed, and epic grandeur.", + "seed": 5063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_5380_seed_5063_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07845643172040581, + "vlm_logprob": -0.07845643172040581, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.07845643172040581, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.334535151720047 + ], + "opposite_logprob_tokens": [ + -1.3345351219177246 + ], + "logprob_reward": -0.334535151720047, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.334535151720047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.187336727976799, + 0.03866927698254585, + 0.02488691359758377, + 0.04282937943935394, + 0.05912436544895172, + 0.23767586052417755, + 0.0341377779841423, + 0.19342975318431854, + 0.12632089853286743, + 0.0555889867246151 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.334535151720047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007661600597202778 + ], + "opposite_logprob_tokens": [ + -4.882661819458008 + ], + "logprob_reward": -0.007661600597202778, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007661600597202778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25909072160720825, + 0.09413902461528778, + 0.041469134390354156, + 0.130484476685524, + 0.11279743909835815, + 0.12701888382434845, + 0.0772891417145729, + 0.0767742320895195, + 0.0445060171186924, + 0.0364309661090374 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.007661600597202778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609347201883793 + ], + "opposite_logprob_tokens": [ + -4.1410932540893555 + ], + "logprob_reward": -0.01609347201883793, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609347201883793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34778666496276855, + 0.10268226265907288, + 0.027654381468892097, + 0.048655010759830475, + 0.040385037660598755, + 0.08798715472221375, + 0.04664323851466179, + 0.11936427652835846, + 0.09588773548603058, + 0.08295424282550812 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01609347201883793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639005314558744 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639005314558744, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639005314558744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38267752528190613, + 0.07282978296279907, + 0.03787994012236595, + 0.040073513984680176, + 0.04428117349743843, + 0.08720731735229492, + 0.027903784066438675, + 0.05991702154278755, + 0.11744475364685059, + 0.12978515028953552 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.007639005314558744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352928951382637 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352928951382637, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352928951382637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12349299341440201, + 0.11324295401573181, + 0.02176492288708687, + 0.08167045563459396, + 0.0844167023897171, + 0.15797516703605652, + 0.0374017059803009, + 0.10957468301057816, + 0.11119404435157776, + 0.15926635265350342 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.026352928951382637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from an extremely low angle, closely follows a dromedary camel as it gallops across the vast golden desert. The scorching sun hangs high in a cloudless, azure sky, casting a dazzling light that punctuates the rolling dunes and permeates the air with visible heat waves. The powerful camel, its coarse, sandy-brown fur rippling in the wind, strikes with breathtaking force and rhythm, its four muscular legs alternately striking the ground with each strike, digging deeply into the soft sand before powerfully paving its way backward, leaving behind a dense, majestic curtain of golden dust. Sunlight penetrates the swirling sand mist, illuminating it with a shimmering cloud of golden particles. The camel holds its head high, its gaze determined, as if waging an unyielding struggle against the intense heat and distance. The entire scene is imbued with a sense of primal power, speed, and epic grandeur.", + "seed": 5064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_5380_seed_5064_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05974371964111924, + "vlm_logprob": -0.05974371964111924, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.05974371964111924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1614227145910263 + ], + "opposite_logprob_tokens": [ + -2.0364227294921875 + ], + "logprob_reward": -0.1614227145910263, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1614227145910263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13102033734321594, + 0.04459625482559204, + 0.07047323137521744, + 0.04109886661171913, + 0.0914498120546341, + 0.09263352304697037, + 0.20252211391925812, + 0.1707029491662979, + 0.033149152994155884, + 0.12235373258590698 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.1614227145910263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821434497833252 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.01821434497833252, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821434497833252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12636005878448486, + 0.09060797840356827, + 0.11097424477338791, + 0.2104284167289734, + 0.06583510339260101, + 0.07714366912841797, + 0.1128673106431961, + 0.052122894674539566, + 0.12045320868492126, + 0.033207137137651443 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.01821434497833252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006316632032394 + ], + "opposite_logprob_tokens": [ + -2.6950631141662598 + ], + "logprob_reward": -0.07006316632032394, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006316632032394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1191907748579979, + 0.04795543849468231, + 0.05511583387851715, + 0.031149912625551224, + 0.08123835921287537, + 0.08966516703367233, + 0.44046342372894287, + 0.07779082655906677, + 0.02122163213789463, + 0.0362086184322834 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.07006316632032394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954858381301165 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954858381301165, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954858381301165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23142461478710175, + 0.04243604466319084, + 0.047010909765958786, + 0.1436731070280075, + 0.047807127237319946, + 0.09252902120351791, + 0.21422076225280762, + 0.09604284912347794, + 0.042535241693258286, + 0.042320284992456436 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.005954858381301165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063513934612274 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.043063513934612274, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063513934612274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11210546642541885, + 0.136316180229187, + 0.07944706827402115, + 0.3895692825317383, + 0.06750974804162979, + 0.03939421847462654, + 0.10749243944883347, + 0.03246299922466278, + 0.01422666385769844, + 0.02147595025599003 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.043063513934612274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from an extremely low angle, closely follows a dromedary camel as it gallops across the vast golden desert. The scorching sun hangs high in a cloudless, azure sky, casting a dazzling light that punctuates the rolling dunes and permeates the air with visible heat waves. The powerful camel, its coarse, sandy-brown fur rippling in the wind, strikes with breathtaking force and rhythm, its four muscular legs alternately striking the ground with each strike, digging deeply into the soft sand before powerfully paving its way backward, leaving behind a dense, majestic curtain of golden dust. Sunlight penetrates the swirling sand mist, illuminating it with a shimmering cloud of golden particles. The camel holds its head high, its gaze determined, as if waging an unyielding struggle against the intense heat and distance. The entire scene is imbued with a sense of primal power, speed, and epic grandeur.", + "seed": 5065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_4/index_5380_seed_5065_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05561383394524455, + "vlm_logprob": -0.05561383394524455, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05561383394524455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16377586126327515 + ], + "opposite_logprob_tokens": [ + -2.03877592086792 + ], + "logprob_reward": -0.16377586126327515, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.16377586126327515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11000863462686539, + 0.04195467010140419, + 0.03801872581243515, + 0.5505383014678955, + 0.016346249729394913, + 0.022321218624711037, + 0.045783631503582, + 0.029273178428411484, + 0.1152263879776001, + 0.030529063194990158 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.16377586126327515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061290293931961 + ], + "opposite_logprob_tokens": [ + -3.895612955093384 + ], + "logprob_reward": -0.02061290293931961, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061290293931961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10764500498771667, + 0.10836606472730637, + 0.020836370065808296, + 0.1060708612203598, + 0.03456763178110123, + 0.09953857958316803, + 0.04399479553103447, + 0.13610874116420746, + 0.04903686046600342, + 0.2938351333141327 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.02061290293931961 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374641805887222 + ], + "opposite_logprob_tokens": [ + -3.651374578475952 + ], + "logprob_reward": -0.026374641805887222, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374641805887222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16694869101047516, + 0.06834272295236588, + 0.0520661324262619, + 0.285591185092926, + 0.034762732684612274, + 0.06804856657981873, + 0.01946515217423439, + 0.021250087767839432, + 0.05856380611658096, + 0.22496093809604645 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.026374641805887222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3123539388179779, + 0.09454368054866791, + 0.027081184089183807, + 0.11339139938354492, + 0.03698331490159035, + 0.15746401250362396, + 0.062291715294122696, + 0.0463692806661129, + 0.05943118408322334, + 0.09009024500846863 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dromedary camel visible galloping across a vast golden desert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky cloudless and azure with a high sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible heat waves and swirling sand mist illuminated by sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camel leave a dense curtain of golden dust behind it as it moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204817444086075 + ], + "opposite_logprob_tokens": [ + -2.8120481967926025 + ], + "logprob_reward": -0.06204817444086075, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204817444086075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11416731029748917, + 0.06133705750107765, + 0.029468491673469543, + 0.15535257756710052, + 0.05467619746923447, + 0.2206425666809082, + 0.0360725112259388, + 0.134940505027771, + 0.14937351644039154, + 0.043969281017780304 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.06204817444086075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_tensor([3374, 3374])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_tensor([3374, 3374])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..39114aa87a50f5e1f4ac2da1204d0784d76b1166 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_tensor([3374, 3374])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward-sweeping medium shot zooms in, focusing on the depths of a deep, ancient cavern. A knight, clad in a dark linen robe, his long hair tied back with a simple cloth sash, stands solemnly before a massive natural stone wall. His face is resolute, his eyes filled with awe and concentration. A beam of sunlight pours through a narrow crack in the cave ceiling, illuminating him and the mural before him. Fine dust particles in the air drift slowly in the beam of light. On the stone wall, a mural depicting a scaly, coiled figure of an Eastern dragon, weathered by the wind, lies in deep sleep, its eyes closed. In his left hand, the knight carefully holds an ancient ceramic bowl filled with cinnabar, thick as blood. He takes a deep breath, then, steady and deliberate, extends his right index finger, solemnly dipping it into the bowl to scoop up the vibrant red. Then, he raised his arm, his cinnabar-soaked fingertips like a divine brush imbued with supreme power. He paused, a mere inch from the dragon's tightly closed right eye, then pointed forward decisively and precisely. The moment his fingertips touched the cold stone, the cinnabar seemed to be infused with life, emitting a faint yet warm golden glow, giving life to the thousand-year-slumbering dragon. The entire scene, with its stark contrast of darkness and light, created an atmosphere of mystery, solemnity, and an epic aura of a powerful force about to awaken.", + "seed": 21570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_3374_seed_21570_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15061573572456838, + "vlm_logprob": -0.15061573572456838, + "vlm_yes_no_margin": 2.2749999880790712, + "vlm_token_credit": -0.15061573572456838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3184667229652405 + ], + "opposite_logprob_tokens": [ + -1.3184666633605957 + ], + "logprob_reward": -0.3184667229652405, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3184667229652405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17416593432426453, + 0.05016029626131058, + 0.05268120765686035, + 0.111686572432518, + 0.11479263752698898, + 0.04618797078728676, + 0.12560391426086426, + 0.07746656239032745, + 0.0680328905582428, + 0.17922203242778778 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.3184667229652405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991246283054352 + ], + "opposite_logprob_tokens": [ + -1.8049124479293823 + ], + "logprob_reward": -0.17991246283054352, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991246283054352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27347317337989807, + 0.033262357115745544, + 0.03590904176235199, + 0.029884928837418556, + 0.11630870401859283, + 0.05097851902246475, + 0.06341558694839478, + 0.030666528269648552, + 0.08386991173028946, + 0.28223124146461487 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.17991246283054352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159976184368134 + ], + "opposite_logprob_tokens": [ + -1.7015997171401978 + ], + "logprob_reward": -0.20159976184368134, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159976184368134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19590529799461365, + 0.10242684185504913, + 0.08122565597295761, + 0.0392916277050972, + 0.11539893597364426, + 0.040552448481321335, + 0.05893806740641594, + 0.02997802197933197, + 0.12591330707073212, + 0.2103697806596756 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.20159976184368134 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807347804307938 + ], + "opposite_logprob_tokens": [ + -3.5298073291778564 + ], + "logprob_reward": -0.029807347804307938, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807347804307938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14090757071971893, + 0.05273376777768135, + 0.06640693545341492, + 0.02884061448276043, + 0.22439435124397278, + 0.02700326219201088, + 0.034895412623882294, + 0.058554112911224365, + 0.19094102084636688, + 0.17532289028167725 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.029807347804307938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20408158004283905, + 0.04313930124044418, + 0.03606782481074333, + 0.029599586501717567, + 0.23680321872234344, + 0.020911041647195816, + 0.07795325666666031, + 0.059841327369213104, + 0.04352091625332832, + 0.24808189272880554 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.023292383179068565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-sweeping medium shot zooms in, focusing on the depths of a deep, ancient cavern. A knight, clad in a dark linen robe, his long hair tied back with a simple cloth sash, stands solemnly before a massive natural stone wall. His face is resolute, his eyes filled with awe and concentration. A beam of sunlight pours through a narrow crack in the cave ceiling, illuminating him and the mural before him. Fine dust particles in the air drift slowly in the beam of light. On the stone wall, a mural depicting a scaly, coiled figure of an Eastern dragon, weathered by the wind, lies in deep sleep, its eyes closed. In his left hand, the knight carefully holds an ancient ceramic bowl filled with cinnabar, thick as blood. He takes a deep breath, then, steady and deliberate, extends his right index finger, solemnly dipping it into the bowl to scoop up the vibrant red. Then, he raised his arm, his cinnabar-soaked fingertips like a divine brush imbued with supreme power. He paused, a mere inch from the dragon's tightly closed right eye, then pointed forward decisively and precisely. The moment his fingertips touched the cold stone, the cinnabar seemed to be infused with life, emitting a faint yet warm golden glow, giving life to the thousand-year-slumbering dragon. The entire scene, with its stark contrast of darkness and light, created an atmosphere of mystery, solemnity, and an epic aura of a powerful force about to awaken.", + "seed": 21571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_3374_seed_21571_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037658714782446624, + "vlm_logprob": -0.037658714782446624, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.037658714782446624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0830117017030716 + ], + "opposite_logprob_tokens": [ + -2.5830116271972656 + ], + "logprob_reward": -0.0830117017030716, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0830117017030716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13131551444530487, + 0.10713507235050201, + 0.05555432662367821, + 0.04704812541604042, + 0.1408683955669403, + 0.06066640093922615, + 0.14260748028755188, + 0.10693111270666122, + 0.06976676732301712, + 0.13810674846172333 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.0830117017030716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868100956082344 + ], + "opposite_logprob_tokens": [ + -3.0486810207366943 + ], + "logprob_reward": -0.04868100956082344, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868100956082344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638298273086548, + 0.1656220555305481, + 0.051763635128736496, + 0.049677085131406784, + 0.07866548746824265, + 0.03146040812134743, + 0.05631675198674202, + 0.08786381036043167, + 0.0977676659822464, + 0.11703331023454666 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04868100956082344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960191134363413 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960191134363413, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960191134363413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19197019934654236, + 0.09926546365022659, + 0.34984350204467773, + 0.0885898619890213, + 0.06224273890256882, + 0.013261210173368454, + 0.042354829609394073, + 0.07607010006904602, + 0.02818593569099903, + 0.04821617901325226 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005960191134363413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810131549835205 + ], + "opposite_logprob_tokens": [ + -3.2881011962890625 + ], + "logprob_reward": -0.03810131549835205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810131549835205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13317808508872986, + 0.10375657677650452, + 0.07152485102415085, + 0.09352134168148041, + 0.1029723659157753, + 0.16142061352729797, + 0.0806659609079361, + 0.11459183692932129, + 0.06954504549503326, + 0.06882325559854507 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03810131549835205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539356015622616 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539356015622616, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539356015622616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18331561982631683, + 0.058092400431632996, + 0.0427253395318985, + 0.06214335560798645, + 0.07300595939159393, + 0.08124136179685593, + 0.062217362225055695, + 0.08506729453802109, + 0.15900105237960815, + 0.19319023191928864 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012539356015622616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-sweeping medium shot zooms in, focusing on the depths of a deep, ancient cavern. A knight, clad in a dark linen robe, his long hair tied back with a simple cloth sash, stands solemnly before a massive natural stone wall. His face is resolute, his eyes filled with awe and concentration. A beam of sunlight pours through a narrow crack in the cave ceiling, illuminating him and the mural before him. Fine dust particles in the air drift slowly in the beam of light. On the stone wall, a mural depicting a scaly, coiled figure of an Eastern dragon, weathered by the wind, lies in deep sleep, its eyes closed. In his left hand, the knight carefully holds an ancient ceramic bowl filled with cinnabar, thick as blood. He takes a deep breath, then, steady and deliberate, extends his right index finger, solemnly dipping it into the bowl to scoop up the vibrant red. Then, he raised his arm, his cinnabar-soaked fingertips like a divine brush imbued with supreme power. He paused, a mere inch from the dragon's tightly closed right eye, then pointed forward decisively and precisely. The moment his fingertips touched the cold stone, the cinnabar seemed to be infused with life, emitting a faint yet warm golden glow, giving life to the thousand-year-slumbering dragon. The entire scene, with its stark contrast of darkness and light, created an atmosphere of mystery, solemnity, and an epic aura of a powerful force about to awaken.", + "seed": 21572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_3374_seed_21572_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04341714829206467, + "vlm_logprob": -0.04341714829206467, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04341714829206467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07742919772863388 + ], + "opposite_logprob_tokens": [ + -2.7024292945861816 + ], + "logprob_reward": -0.07742919772863388, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07742919772863388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10927268862724304, + 0.07564567774534225, + 0.06638910621404648, + 0.06635833531618118, + 0.0462263748049736, + 0.03760654106736183, + 0.047767676413059235, + 0.0997878834605217, + 0.07600456476211548, + 0.3749412000179291 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07742919772863388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206800416111946 + ], + "opposite_logprob_tokens": [ + -2.812067985534668 + ], + "logprob_reward": -0.06206800416111946, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206800416111946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08683045208454132, + 0.10870369523763657, + 0.07446379214525223, + 0.15785294771194458, + 0.13942855596542358, + 0.0523146353662014, + 0.023436402902007103, + 0.03016396053135395, + 0.12613902986049652, + 0.20066657662391663 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.06206800416111946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059982344508171 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.02059982344508171, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059982344508171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19564330577850342, + 0.1279439926147461, + 0.0720132365822792, + 0.0941241979598999, + 0.04013025388121605, + 0.06262505799531937, + 0.018360881134867668, + 0.02579324133694172, + 0.039782747626304626, + 0.32358312606811523 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02059982344508171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370006009936333 + ], + "opposite_logprob_tokens": [ + -3.4086999893188477 + ], + "logprob_reward": -0.03370006009936333, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370006009936333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08711805939674377, + 0.21647806465625763, + 0.06797892600297928, + 0.08980114758014679, + 0.042910508811473846, + 0.058072783052921295, + 0.0700715184211731, + 0.067315973341465, + 0.07088929414749146, + 0.229363813996315 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.03370006009936333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288656026124954 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288656026124954, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288656026124954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10578807443380356, + 0.07977189123630524, + 0.06985824555158615, + 0.07579649239778519, + 0.04018392786383629, + 0.031559593975543976, + 0.015908939763903618, + 0.029197417199611664, + 0.03896385431289673, + 0.5129715800285339 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023288656026124954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-sweeping medium shot zooms in, focusing on the depths of a deep, ancient cavern. A knight, clad in a dark linen robe, his long hair tied back with a simple cloth sash, stands solemnly before a massive natural stone wall. His face is resolute, his eyes filled with awe and concentration. A beam of sunlight pours through a narrow crack in the cave ceiling, illuminating him and the mural before him. Fine dust particles in the air drift slowly in the beam of light. On the stone wall, a mural depicting a scaly, coiled figure of an Eastern dragon, weathered by the wind, lies in deep sleep, its eyes closed. In his left hand, the knight carefully holds an ancient ceramic bowl filled with cinnabar, thick as blood. He takes a deep breath, then, steady and deliberate, extends his right index finger, solemnly dipping it into the bowl to scoop up the vibrant red. Then, he raised his arm, his cinnabar-soaked fingertips like a divine brush imbued with supreme power. He paused, a mere inch from the dragon's tightly closed right eye, then pointed forward decisively and precisely. The moment his fingertips touched the cold stone, the cinnabar seemed to be infused with life, emitting a faint yet warm golden glow, giving life to the thousand-year-slumbering dragon. The entire scene, with its stark contrast of darkness and light, created an atmosphere of mystery, solemnity, and an epic aura of a powerful force about to awaken.", + "seed": 21573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_5/index_3374_seed_21573_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05745216133072972, + "vlm_logprob": -0.05745216133072972, + "vlm_yes_no_margin": 3.374999976158142, + "vlm_token_credit": -0.05745216133072972, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13046225905418396 + ], + "opposite_logprob_tokens": [ + -2.130462169647217 + ], + "logprob_reward": -0.13046225905418396, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13046225905418396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10079214721918106, + 0.05693884193897247, + 0.07009498029947281, + 0.2018977850675583, + 0.09408010542392731, + 0.13385194540023804, + 0.15294249355793, + 0.07761947810649872, + 0.035438381135463715, + 0.0763438269495964 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.13046225905418396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905178308486938 + ], + "opposite_logprob_tokens": [ + -2.4640517234802246 + ], + "logprob_reward": -0.08905178308486938, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905178308486938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22466138005256653, + 0.23132945597171783, + 0.047936342656612396, + 0.06720131635665894, + 0.04857134446501732, + 0.0800335481762886, + 0.14091964066028595, + 0.07841499894857407, + 0.033128492534160614, + 0.04780350252985954 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.08905178308486938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104642663151026 + ], + "opposite_logprob_tokens": [ + -5.5041046142578125 + ], + "logprob_reward": -0.004104642663151026, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104642663151026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1431562900543213, + 0.19229882955551147, + 0.3780081272125244, + 0.042467452585697174, + 0.05451253801584244, + 0.04401405155658722, + 0.05269204080104828, + 0.03390926867723465, + 0.021422384306788445, + 0.03751903027296066 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004104642663151026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306180030107498 + ], + "opposite_logprob_tokens": [ + -3.1680617332458496 + ], + "logprob_reward": -0.04306180030107498, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306180030107498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1754189282655716, + 0.08548141270875931, + 0.07041986286640167, + 0.08222783356904984, + 0.09292510151863098, + 0.050625696778297424, + 0.2536051869392395, + 0.04919697716832161, + 0.042536716908216476, + 0.09756225347518921 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.04306180030107498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, upward-sweeping medium shot that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark linen robe with long hair tied back by a cloth sash visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a beam of sunlight pouring through a narrow crack in the cave ceiling, illuminating dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the knight dip his right index finger into a ceramic bowl filled with red cinnabar and touch the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the touched area on the stone wall emit a faint yet warm golden glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580321550369263 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.020580321550369263, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580321550369263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13489234447479248, + 0.06167997419834137, + 0.07786475867033005, + 0.09601924568414688, + 0.05115016922354698, + 0.07272600382566452, + 0.2874659597873688, + 0.047835491597652435, + 0.05694004148244858, + 0.11342601478099823 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.020580321550369263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_tensor([5275, 5275])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_tensor([5275, 5275])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6f6c23f2564f4e21a5a10a6083e2eac90798d87f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_tensor([5275, 5275])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, cut from a slightly downward angle, the camera remains still, focused on a pair of hands, thickly callused and rough-skinned. These hands tightly grip a traditional carving knife with a gleaming wooden handle. The sharp steel blade moves steadily and deliberately across the surface of an ancient stone tablet. The stone is a deep gray, naturally weathered. With each precise movement of the wrist, tiny white stone chips fly from the tip of the knife. Illuminated by the intense, dramatic, single-sided light source, these chips flicker like dust, briefly piercing the darkness before disappearing into the surrounding deep shadows. The entire scene is cast in high-contrast black and white, the light sculpting the contours of the knuckles, the deep textures of the skin, and the cold reflection of the blade, while the background is completely immersed in profound darkness. The image is imbued with a sense of extreme focus and power, creating an atmosphere of solemnity, timelessness, and even the sacredness of artisanship.", + "seed": 23085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_5275_seed_23085_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.7070894226431846, + "vlm_logprob": -0.7070894226431846, + "vlm_yes_no_margin": 1.275, + "vlm_token_credit": -0.7070894226431846, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6955623626708984 + ], + "opposite_logprob_tokens": [ + -0.07056240737438202 + ], + "logprob_reward": -2.6955623626708984, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6955623626708984, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.407564252614975, + 0.20353028178215027, + 0.044388335198163986, + 0.03634552285075188, + 0.03364776074886322, + 0.09376759082078934, + 0.05683466047048569, + 0.021778371185064316, + 0.028408708050847054, + 0.07373451441526413 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -2.6955623626708984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6332457661628723 + ], + "opposite_logprob_tokens": [ + -0.7582457661628723 + ], + "logprob_reward": -0.6332457661628723, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6332457661628723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21003255248069763, + 0.07554461807012558, + 0.04945986345410347, + 0.07253548502922058, + 0.08507221937179565, + 0.08473611623048782, + 0.0630885511636734, + 0.1586272269487381, + 0.04627147316932678, + 0.1546318680047989 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.6332457661628723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428792029619217 + ], + "opposite_logprob_tokens": [ + -2.0178792476654053 + ], + "logprob_reward": -0.1428792029619217, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428792029619217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31485798954963684, + 0.14202222228050232, + 0.06332847476005554, + 0.036673251539468765, + 0.04825090244412422, + 0.07660636305809021, + 0.0929417610168457, + 0.07913452386856079, + 0.05392497777938843, + 0.0922594964504242 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1428792029619217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314115643501282 + ], + "opposite_logprob_tokens": [ + -3.1681411266326904 + ], + "logprob_reward": -0.04314115643501282, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314115643501282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34975501894950867, + 0.2433423101902008, + 0.036833506077528, + 0.05307826027274132, + 0.036051347851753235, + 0.050615034997463226, + 0.09714730829000473, + 0.05069061741232872, + 0.03357669711112976, + 0.04890987649559975 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04314115643501282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020618624985218048 + ], + "opposite_logprob_tokens": [ + -3.8956186771392822 + ], + "logprob_reward": -0.020618624985218048, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020618624985218048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3455810546875, + 0.20738455653190613, + 0.04480903595685959, + 0.0445282943546772, + 0.03777700662612915, + 0.040844693779945374, + 0.056804195046424866, + 0.11225064098834991, + 0.020364822819828987, + 0.08965568989515305 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.020618624985218048 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, cut from a slightly downward angle, the camera remains still, focused on a pair of hands, thickly callused and rough-skinned. These hands tightly grip a traditional carving knife with a gleaming wooden handle. The sharp steel blade moves steadily and deliberately across the surface of an ancient stone tablet. The stone is a deep gray, naturally weathered. With each precise movement of the wrist, tiny white stone chips fly from the tip of the knife. Illuminated by the intense, dramatic, single-sided light source, these chips flicker like dust, briefly piercing the darkness before disappearing into the surrounding deep shadows. The entire scene is cast in high-contrast black and white, the light sculpting the contours of the knuckles, the deep textures of the skin, and the cold reflection of the blade, while the background is completely immersed in profound darkness. The image is imbued with a sense of extreme focus and power, creating an atmosphere of solemnity, timelessness, and even the sacredness of artisanship.", + "seed": 23086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_5275_seed_23086_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22805517688393592, + "vlm_logprob": -0.22805517688393592, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.22805517688393592, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.164583221077919 + ], + "opposite_logprob_tokens": [ + -1.9145832061767578 + ], + "logprob_reward": -0.164583221077919, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.164583221077919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20897774398326874, + 0.052942950278520584, + 0.0494200736284256, + 0.12981240451335907, + 0.03810923546552658, + 0.0567190982401371, + 0.08887546509504318, + 0.059021688997745514, + 0.09251770377159119, + 0.22360371053218842 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.164583221077919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329187154769897 + ], + "opposite_logprob_tokens": [ + -0.7579187154769897 + ], + "logprob_reward": -0.6329187154769897, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329187154769897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25013405084609985, + 0.11177007108926773, + 0.04323769733309746, + 0.05181463062763214, + 0.05838320776820183, + 0.04970167204737663, + 0.10483396798372269, + 0.03232554718852043, + 0.04803159087896347, + 0.24976754188537598 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6329187154769897 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256060540676117 + ], + "opposite_logprob_tokens": [ + -1.600606083869934 + ], + "logprob_reward": -0.2256060540676117, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256060540676117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17812857031822205, + 0.07231602072715759, + 0.1064588874578476, + 0.0696403756737709, + 0.0418584831058979, + 0.05340017378330231, + 0.06507959961891174, + 0.14775289595127106, + 0.05043372884392738, + 0.21493123471736908 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2256060540676117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904385775327682 + ], + "opposite_logprob_tokens": [ + -2.5790438652038574 + ], + "logprob_reward": -0.07904385775327682, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904385775327682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16782309114933014, + 0.10859657824039459, + 0.06869363784790039, + 0.050900980830192566, + 0.15454091131687164, + 0.09268148243427277, + 0.0988335907459259, + 0.06765816360712051, + 0.069132499396801, + 0.12113913148641586 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07904385775327682 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812403604388237 + ], + "opposite_logprob_tokens": [ + -3.2881240844726562 + ], + "logprob_reward": -0.03812403604388237, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812403604388237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1541760265827179, + 0.23091840744018555, + 0.1024150550365448, + 0.037004660815000534, + 0.07481074333190918, + 0.05652596428990364, + 0.060081928968429565, + 0.03389425948262215, + 0.20573315024375916, + 0.04443972930312157 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.03812403604388237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, cut from a slightly downward angle, the camera remains still, focused on a pair of hands, thickly callused and rough-skinned. These hands tightly grip a traditional carving knife with a gleaming wooden handle. The sharp steel blade moves steadily and deliberately across the surface of an ancient stone tablet. The stone is a deep gray, naturally weathered. With each precise movement of the wrist, tiny white stone chips fly from the tip of the knife. Illuminated by the intense, dramatic, single-sided light source, these chips flicker like dust, briefly piercing the darkness before disappearing into the surrounding deep shadows. The entire scene is cast in high-contrast black and white, the light sculpting the contours of the knuckles, the deep textures of the skin, and the cold reflection of the blade, while the background is completely immersed in profound darkness. The image is imbued with a sense of extreme focus and power, creating an atmosphere of solemnity, timelessness, and even the sacredness of artisanship.", + "seed": 23087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_5275_seed_23087_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23962906217202545, + "vlm_logprob": -0.23962906217202545, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.23962906217202545, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7606050968170166 + ], + "opposite_logprob_tokens": [ + -0.6356050968170166 + ], + "logprob_reward": -0.7606050968170166, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7606050968170166, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19108395278453827, + 0.07223359495401382, + 0.05567695572972298, + 0.23642560839653015, + 0.17716127634048462, + 0.014415622688829899, + 0.021001892164349556, + 0.015320857986807823, + 0.17669226229190826, + 0.039988040924072266 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.7606050968170166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348768949508667 + ], + "opposite_logprob_tokens": [ + -1.223768949508667 + ], + "logprob_reward": -0.348768949508667, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348768949508667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17198900878429413, + 0.05966665968298912, + 0.07799376547336578, + 0.09760934859514236, + 0.27390673756599426, + 0.018609020859003067, + 0.04870036244392395, + 0.023432688787579536, + 0.16627109050750732, + 0.061821386218070984 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.348768949508667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004326581954956 + ], + "opposite_logprob_tokens": [ + -2.6950433254241943 + ], + "logprob_reward": -0.07004326581954956, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004326581954956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11111444979906082, + 0.04868064075708389, + 0.03323911875486374, + 0.11427323520183563, + 0.47635528445243835, + 0.014645065180957317, + 0.013331987895071507, + 0.011058442294597626, + 0.16246742010116577, + 0.014834399335086346 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.07004326581954956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110928975045681 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.0110928975045681, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110928975045681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14137472212314606, + 0.043972086161375046, + 0.07409042119979858, + 0.12483362853527069, + 0.46086278557777405, + 0.03885086253285408, + 0.023356745019555092, + 0.017851341515779495, + 0.04766906425356865, + 0.027138330042362213 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0110928975045681 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635101210325956 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635101210325956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635101210325956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26626843214035034, + 0.06136353313922882, + 0.1258135735988617, + 0.10675511509180069, + 0.0759378969669342, + 0.03036007471382618, + 0.06895802915096283, + 0.11212389916181564, + 0.1189362034201622, + 0.03348330408334732 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.007635101210325956 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, cut from a slightly downward angle, the camera remains still, focused on a pair of hands, thickly callused and rough-skinned. These hands tightly grip a traditional carving knife with a gleaming wooden handle. The sharp steel blade moves steadily and deliberately across the surface of an ancient stone tablet. The stone is a deep gray, naturally weathered. With each precise movement of the wrist, tiny white stone chips fly from the tip of the knife. Illuminated by the intense, dramatic, single-sided light source, these chips flicker like dust, briefly piercing the darkness before disappearing into the surrounding deep shadows. The entire scene is cast in high-contrast black and white, the light sculpting the contours of the knuckles, the deep textures of the skin, and the cold reflection of the blade, while the background is completely immersed in profound darkness. The image is imbued with a sense of extreme focus and power, creating an atmosphere of solemnity, timelessness, and even the sacredness of artisanship.", + "seed": 23088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_6/index_5275_seed_23088_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05419130362570286, + "vlm_logprob": -0.05419130362570286, + "vlm_yes_no_margin": 3.475000023841858, + "vlm_token_credit": -0.05419130362570286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04966246336698532 + ], + "opposite_logprob_tokens": [ + -3.1746623516082764 + ], + "logprob_reward": -0.04966246336698532, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04966246336698532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11222763359546661, + 0.04157935827970505, + 0.04191767796874046, + 0.247126966714859, + 0.04211528226733208, + 0.20277847349643707, + 0.06314206123352051, + 0.04909835383296013, + 0.1049005538225174, + 0.09511362016201019 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.04966246336698532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142939954996109 + ], + "opposite_logprob_tokens": [ + -2.017940044403076 + ], + "logprob_reward": -0.142939954996109, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.142939954996109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807507872581482, + 0.036867544054985046, + 0.03796720504760742, + 0.1797557771205902, + 0.024194082245230675, + 0.1886262446641922, + 0.08299598842859268, + 0.07835084944963455, + 0.12945279479026794, + 0.06103876978158951 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.142939954996109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062075287103652954 + ], + "opposite_logprob_tokens": [ + -2.81207537651062 + ], + "logprob_reward": -0.062075287103652954, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062075287103652954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07464779913425446, + 0.10754640400409698, + 0.0613376647233963, + 0.3122180998325348, + 0.10479477792978287, + 0.17337410151958466, + 0.07516662031412125, + 0.03681161254644394, + 0.026183072477579117, + 0.027919825166463852 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.062075287103652954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06555885821580887, + 0.03885086998343468, + 0.07693479210138321, + 0.25987493991851807, + 0.04538324102759361, + 0.15730464458465576, + 0.04772036522626877, + 0.10864421725273132, + 0.09066291153430939, + 0.10906513035297394 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a pair of hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands depicted as thickly callused and rough-skinned?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a traditional carving knife with a gleaming wooden handle being gripped by the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade moving steadily across an ancient deep gray stone tablet, producing tiny white stone chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single-sided light source creating high-contrast black and white imagery with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06476613879203796, + 0.023909837007522583, + 0.02748531848192215, + 0.06249695271253586, + 0.02231285721063614, + 0.2502162456512451, + 0.060190629214048386, + 0.05735292285680771, + 0.3906112313270569, + 0.04065782204270363 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.007632971741259098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_tensor([2172, 2172])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_tensor([2172, 2172])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..790fce5b855b3a99db7b9aff53309bb5d7e1663e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_tensor([2172, 2172])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, eye-level, medium-wide shot captures an intense workout on the dark gray rubber floor of an outdoor park. In the center of the frame, a muscular athlete with short, sweat-soaked brown hair performs push-ups with perfect form. He wears only a pair of vibrant blue, knee-length athletic shorts made of lightweight fabric. In the bright morning sunlight, his back and shoulders are a defined, gleaming plane of muscle as he steadily and deliberately lowers his chest toward the ground. A second man, wearing bright red athletic shorts and a simple black tank top, stands a few feet away, watching him intently. He leans forward slightly, an encouraging smile on his face, and brings his hands together in sharp, rhythmic motions. The bright, direct sunlight casts sharp shadows, emphasizing the effort on the first man's face and creating a powerful and inspiring atmosphere of camaraderie and peak physical strength, all set against a soft-focus backdrop of green trees and other park equipment.", + "seed": 31384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_2172_seed_31384_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06567559838294983, + "vlm_logprob": -0.06567559838294983, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.06567559838294983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22446990013122559 + ], + "opposite_logprob_tokens": [ + -1.7244699001312256 + ], + "logprob_reward": -0.22446990013122559, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22446990013122559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1293460875749588, + 0.20841297507286072, + 0.18146702647209167, + 0.04483400657773018, + 0.21088066697120667, + 0.06816169619560242, + 0.04761155694723129, + 0.059993892908096313, + 0.025863679125905037, + 0.023428458720445633 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.22446990013122559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586393773555756 + ], + "opposite_logprob_tokens": [ + -3.8955864906311035 + ], + "logprob_reward": -0.020586393773555756, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586393773555756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18731820583343506, + 0.25881198048591614, + 0.1417652666568756, + 0.04554205760359764, + 0.10665588825941086, + 0.05650046467781067, + 0.05809863284230232, + 0.06572483479976654, + 0.027636311948299408, + 0.051946260035037994 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.020586393773555756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24029985070228577, + 0.1494438350200653, + 0.2514280080795288, + 0.037549927830696106, + 0.09200260043144226, + 0.04493264853954315, + 0.06481428444385529, + 0.03763868659734726, + 0.017710141837596893, + 0.06418005377054214 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247984081506729 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247984081506729, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247984081506729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17920109629631042, + 0.16594195365905762, + 0.1623651385307312, + 0.13930442929267883, + 0.06211097538471222, + 0.028695449233055115, + 0.042486511170864105, + 0.10469115525484085, + 0.03368858993053436, + 0.08151472359895706 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005247984081506729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06200593337416649 + ], + "opposite_logprob_tokens": [ + -2.8120059967041016 + ], + "logprob_reward": -0.06200593337416649, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06200593337416649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08440463989973068, + 0.17646075785160065, + 0.3797267973423004, + 0.03248075395822525, + 0.03541270270943642, + 0.02039685845375061, + 0.020052967593073845, + 0.019256586208939552, + 0.03056289255619049, + 0.20124496519565582 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.06200593337416649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, medium-wide shot captures an intense workout on the dark gray rubber floor of an outdoor park. In the center of the frame, a muscular athlete with short, sweat-soaked brown hair performs push-ups with perfect form. He wears only a pair of vibrant blue, knee-length athletic shorts made of lightweight fabric. In the bright morning sunlight, his back and shoulders are a defined, gleaming plane of muscle as he steadily and deliberately lowers his chest toward the ground. A second man, wearing bright red athletic shorts and a simple black tank top, stands a few feet away, watching him intently. He leans forward slightly, an encouraging smile on his face, and brings his hands together in sharp, rhythmic motions. The bright, direct sunlight casts sharp shadows, emphasizing the effort on the first man's face and creating a powerful and inspiring atmosphere of camaraderie and peak physical strength, all set against a soft-focus backdrop of green trees and other park equipment.", + "seed": 31385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_2172_seed_31385_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029724348708987235, + "vlm_logprob": -0.029724348708987235, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.029724348708987235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0630827471613884 + ], + "opposite_logprob_tokens": [ + -3.188082695007324 + ], + "logprob_reward": -0.0630827471613884, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0630827471613884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1668187975883484, + 0.12535695731639862, + 0.16860318183898926, + 0.08181311190128326, + 0.07880263775587082, + 0.04212117940187454, + 0.06250955909490585, + 0.08500804007053375, + 0.13854774832725525, + 0.05041879415512085 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0630827471613884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100012592971325 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004100012592971325, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100012592971325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849019765853882, + 0.03827328979969025, + 0.4192170202732086, + 0.02153460495173931, + 0.03440725803375244, + 0.03004865162074566, + 0.05099599435925484, + 0.05946054682135582, + 0.042632777243852615, + 0.018527889624238014 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.004100012592971325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057366631925106 + ], + "opposite_logprob_tokens": [ + -3.895573616027832 + ], + "logprob_reward": -0.02057366631925106, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057366631925106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15031173825263977, + 0.06731056421995163, + 0.5445624589920044, + 0.022293267771601677, + 0.03854527696967125, + 0.030345158651471138, + 0.03172559663653374, + 0.07783027738332748, + 0.021318430081009865, + 0.015757163986563683 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.02057366631925106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059441933408379555 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.0059441933408379555, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059441933408379555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08503301441669464, + 0.06439638882875443, + 0.2844344675540924, + 0.04804031550884247, + 0.06062097102403641, + 0.11682727187871933, + 0.17529377341270447, + 0.05965090170502663, + 0.07517239451408386, + 0.030530570074915886 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.0059441933408379555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492112413048744 + ], + "opposite_logprob_tokens": [ + -2.9299211502075195 + ], + "logprob_reward": -0.05492112413048744, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492112413048744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18282940983772278, + 0.09439241886138916, + 0.24942271411418915, + 0.08104493468999863, + 0.08342885971069336, + 0.04404720664024353, + 0.0999748557806015, + 0.08938866853713989, + 0.06101358309388161, + 0.01445730309933424 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.05492112413048744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, medium-wide shot captures an intense workout on the dark gray rubber floor of an outdoor park. In the center of the frame, a muscular athlete with short, sweat-soaked brown hair performs push-ups with perfect form. He wears only a pair of vibrant blue, knee-length athletic shorts made of lightweight fabric. In the bright morning sunlight, his back and shoulders are a defined, gleaming plane of muscle as he steadily and deliberately lowers his chest toward the ground. A second man, wearing bright red athletic shorts and a simple black tank top, stands a few feet away, watching him intently. He leans forward slightly, an encouraging smile on his face, and brings his hands together in sharp, rhythmic motions. The bright, direct sunlight casts sharp shadows, emphasizing the effort on the first man's face and creating a powerful and inspiring atmosphere of camaraderie and peak physical strength, all set against a soft-focus backdrop of green trees and other park equipment.", + "seed": 31386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_2172_seed_31386_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05504944371059537, + "vlm_logprob": -0.05504944371059537, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05504944371059537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1173148825764656 + ], + "opposite_logprob_tokens": [ + -2.3673148155212402 + ], + "logprob_reward": -0.1173148825764656, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1173148825764656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18198800086975098, + 0.09550336748361588, + 0.08303901553153992, + 0.06717574596405029, + 0.04147796332836151, + 0.11660849303007126, + 0.03270751237869263, + 0.07388321310281754, + 0.029649654403328896, + 0.27796703577041626 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.1173148825764656 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25883749127388, + 0.10234282910823822, + 0.062147356569767, + 0.16386663913726807, + 0.1276511698961258, + 0.04155684635043144, + 0.032082296907901764, + 0.055959414690732956, + 0.11834641546010971, + 0.03720947727560997 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00763084227219224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3853299021720886, + 0.10881797969341278, + 0.04974447563290596, + 0.08044609427452087, + 0.13336196541786194, + 0.06979651749134064, + 0.03190871700644493, + 0.0505417175590992, + 0.05453353002667427, + 0.035519178956747055 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01107332669198513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633841522037983 + ], + "opposite_logprob_tokens": [ + -3.6513383388519287 + ], + "logprob_reward": -0.02633841522037983, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633841522037983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1749137043952942, + 0.10292776674032211, + 0.1991269588470459, + 0.04923233389854431, + 0.1377010941505432, + 0.0929199606180191, + 0.044429875910282135, + 0.05477539449930191, + 0.10177167505025864, + 0.042201220989227295 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.02633841522037983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11288975179195404 + ], + "opposite_logprob_tokens": [ + -2.2378897666931152 + ], + "logprob_reward": -0.11288975179195404, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11288975179195404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14391785860061646, + 0.11153824627399445, + 0.035721734166145325, + 0.09315213561058044, + 0.055702827870845795, + 0.027640722692012787, + 0.07612713426351547, + 0.05982103943824768, + 0.06823115050792694, + 0.32814717292785645 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.11288975179195404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, medium-wide shot captures an intense workout on the dark gray rubber floor of an outdoor park. In the center of the frame, a muscular athlete with short, sweat-soaked brown hair performs push-ups with perfect form. He wears only a pair of vibrant blue, knee-length athletic shorts made of lightweight fabric. In the bright morning sunlight, his back and shoulders are a defined, gleaming plane of muscle as he steadily and deliberately lowers his chest toward the ground. A second man, wearing bright red athletic shorts and a simple black tank top, stands a few feet away, watching him intently. He leans forward slightly, an encouraging smile on his face, and brings his hands together in sharp, rhythmic motions. The bright, direct sunlight casts sharp shadows, emphasizing the effort on the first man's face and creating a powerful and inspiring atmosphere of camaraderie and peak physical strength, all set against a soft-focus backdrop of green trees and other park equipment.", + "seed": 31387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_7/index_2172_seed_31387_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06325871162116528, + "vlm_logprob": -0.06325871162116528, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.06325871162116528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09090396016836166 + ], + "opposite_logprob_tokens": [ + -2.5909039974212646 + ], + "logprob_reward": -0.09090396016836166, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09090396016836166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14894752204418182, + 0.06188735365867615, + 0.22283190488815308, + 0.03498084470629692, + 0.025413179770112038, + 0.2570042610168457, + 0.024310322478413582, + 0.08903477340936661, + 0.05676840990781784, + 0.07882145792245865 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.09090396016836166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07146493345499039, + 0.07703779637813568, + 0.04678742215037346, + 0.147455096244812, + 0.21416473388671875, + 0.13878069818019867, + 0.08807382732629776, + 0.12010816484689713, + 0.03421216458082199, + 0.06191512569785118 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306123033165932 + ], + "opposite_logprob_tokens": [ + -3.1680612564086914 + ], + "logprob_reward": -0.04306123033165932, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306123033165932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23803922533988953, + 0.027852101251482964, + 0.13567261397838593, + 0.05396464467048645, + 0.05163082107901573, + 0.18514998257160187, + 0.042750127613544464, + 0.04074045643210411, + 0.03486216813325882, + 0.1893378347158432 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04306123033165932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943719297647476 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943719297647476, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943719297647476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12012849003076553, + 0.11273231357336044, + 0.041034843772649765, + 0.08455817401409149, + 0.17015808820724487, + 0.25535231828689575, + 0.03435768932104111, + 0.10132751613855362, + 0.030943406745791435, + 0.04940713569521904 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.005943719297647476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot steady, eye-level, and medium-wide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a muscular athlete with short, sweat-soaked brown hair performing push-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete wearing only vibrant blue, knee-length athletic shorts made of lightweight fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second man standing nearby wearing bright red athletic shorts and a black tank top while clapping his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a dark gray rubber floor in an outdoor park with green trees in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603112369775772 + ], + "opposite_logprob_tokens": [ + -1.910311222076416 + ], + "logprob_reward": -0.1603112369775772, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603112369775772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09700116515159607, + 0.07573098689317703, + 0.3582504391670227, + 0.02291089855134487, + 0.2369246631860733, + 0.09663509577512741, + 0.025091473013162613, + 0.04985463246703148, + 0.017197102308273315, + 0.020403606817126274 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.1603112369775772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_tensor([5037, 5037])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_tensor([5037, 5037])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bd38647fabf135c043021bae5ead31783fe11074 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_tensor([5037, 5037])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, intimate medium close-up captures a young woman with a distinctive, pointed, strawberry-blonde bob gently framing her fair face. She stands on a bridge, wrapped in a cozy, thick, cream-colored sweater, her pose relaxed. Her head tilted slightly upward, her gaze lost in the vast sky, a small, hopeful smile playing on her lips, her serene expression perfectly and sharply focused. The soft, warm light of the incipient sunrise illuminates the scene, painting the clouds above in a stunning palette of soft pinks, lavenders, and pale oranges. Across this celestial canvas, a bright shooting star streaks swiftly and silently, leaving behind a fleeting glow. The very shallow depth of field isolates the subject, causing the expansive cityscape and gently flowing river in the background to melt into a beautiful, blurred bokeh of soft shapes and twinkling predawn lights, enhancing the quiet, paused intimacy of this tranquil moment.", + "seed": 3408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_5037_seed_3408_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07002886859700083, + "vlm_logprob": -0.07002886859700083, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.07002886859700083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03395947441458702 + ], + "opposite_logprob_tokens": [ + -3.40895938873291 + ], + "logprob_reward": -0.03395947441458702, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03395947441458702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39077091217041016, + 0.10868815332651138, + 0.09441598504781723, + 0.07389362156391144, + 0.06703539937734604, + 0.07950583845376968, + 0.08045535534620285, + 0.026782676577568054, + 0.04392824321985245, + 0.034523844718933105 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03395947441458702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200235716998577 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200235716998577, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200235716998577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.230011448264122, + 0.28208857774734497, + 0.1408572793006897, + 0.07167886942625046, + 0.06440208852291107, + 0.047163721174001694, + 0.05469173565506935, + 0.04051784425973892, + 0.020210688933730125, + 0.04837770015001297 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014200235716998577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6265914440155029, + 0.05366374924778938, + 0.041942451149225235, + 0.04812249913811684, + 0.07548471540212631, + 0.05774122104048729, + 0.03459338843822479, + 0.015641076490283012, + 0.016801005229353905, + 0.029418455436825752 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.016063440591096878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633760545402765 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633760545402765, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633760545402765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27007994055747986, + 0.14039833843708038, + 0.11348696798086166, + 0.1587819755077362, + 0.03967473283410072, + 0.04231923818588257, + 0.07356186211109161, + 0.04301971569657326, + 0.05065535008907318, + 0.06802187114953995 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004633760545402765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28128743171691895 + ], + "opposite_logprob_tokens": [ + -1.406287431716919 + ], + "logprob_reward": -0.28128743171691895, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28128743171691895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15995992720127106, + 0.1032097190618515, + 0.12569943070411682, + 0.05428081005811691, + 0.06978462636470795, + 0.11436843127012253, + 0.15792720019817352, + 0.07411738485097885, + 0.06416206061840057, + 0.07649048417806625 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.28128743171691895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate medium close-up captures a young woman with a distinctive, pointed, strawberry-blonde bob gently framing her fair face. She stands on a bridge, wrapped in a cozy, thick, cream-colored sweater, her pose relaxed. Her head tilted slightly upward, her gaze lost in the vast sky, a small, hopeful smile playing on her lips, her serene expression perfectly and sharply focused. The soft, warm light of the incipient sunrise illuminates the scene, painting the clouds above in a stunning palette of soft pinks, lavenders, and pale oranges. Across this celestial canvas, a bright shooting star streaks swiftly and silently, leaving behind a fleeting glow. The very shallow depth of field isolates the subject, causing the expansive cityscape and gently flowing river in the background to melt into a beautiful, blurred bokeh of soft shapes and twinkling predawn lights, enhancing the quiet, paused intimacy of this tranquil moment.", + "seed": 3409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_5037_seed_3409_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08096457179635763, + "vlm_logprob": -0.08096457179635763, + "vlm_yes_no_margin": 3.424999988079071, + "vlm_token_credit": -0.08096457179635763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016247717663645744 + ], + "opposite_logprob_tokens": [ + -4.141247749328613 + ], + "logprob_reward": -0.016247717663645744, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016247717663645744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2719534933567047, + 0.15711353719234467, + 0.08077647536993027, + 0.06258933991193771, + 0.13068336248397827, + 0.0452798530459404, + 0.055306971073150635, + 0.03839928284287453, + 0.04257877543568611, + 0.11531893163919449 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.016247717663645744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.507309079170227, + 0.1794212907552719, + 0.025373335927724838, + 0.015618765726685524, + 0.08783397823572159, + 0.016831958666443825, + 0.019096504896879196, + 0.045774269849061966, + 0.05937911197543144, + 0.04336175322532654 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864535480737686 + ], + "opposite_logprob_tokens": [ + -3.048645257949829 + ], + "logprob_reward": -0.04864535480737686, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864535480737686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6789381504058838, + 0.09790179878473282, + 0.023622479289770126, + 0.060464221984148026, + 0.04444005712866783, + 0.02618657983839512, + 0.019136767834424973, + 0.01391539629548788, + 0.01529891137033701, + 0.02009558118879795 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04864535480737686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943837575614452 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943837575614452, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943837575614452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27323654294013977, + 0.10795014351606369, + 0.019655197858810425, + 0.020703447982668877, + 0.48901137709617615, + 0.040984272956848145, + 0.012516145594418049, + 0.010127072222530842, + 0.009809167124330997, + 0.016006620600819588 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005943837575614452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134024739265442 + ], + "opposite_logprob_tokens": [ + -1.3134024143218994 + ], + "logprob_reward": -0.3134024739265442, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134024739265442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32712844014167786, + 0.08369140326976776, + 0.08522327989339828, + 0.08247620612382889, + 0.2180902510881424, + 0.06845460832118988, + 0.028252335265278816, + 0.029746219515800476, + 0.03023058921098709, + 0.046706635504961014 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.3134024739265442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate medium close-up captures a young woman with a distinctive, pointed, strawberry-blonde bob gently framing her fair face. She stands on a bridge, wrapped in a cozy, thick, cream-colored sweater, her pose relaxed. Her head tilted slightly upward, her gaze lost in the vast sky, a small, hopeful smile playing on her lips, her serene expression perfectly and sharply focused. The soft, warm light of the incipient sunrise illuminates the scene, painting the clouds above in a stunning palette of soft pinks, lavenders, and pale oranges. Across this celestial canvas, a bright shooting star streaks swiftly and silently, leaving behind a fleeting glow. The very shallow depth of field isolates the subject, causing the expansive cityscape and gently flowing river in the background to melt into a beautiful, blurred bokeh of soft shapes and twinkling predawn lights, enhancing the quiet, paused intimacy of this tranquil moment.", + "seed": 3410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_5037_seed_3410_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06663751667365432, + "vlm_logprob": -0.06663751667365432, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.06663751667365432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016302019357681274 + ], + "opposite_logprob_tokens": [ + -4.141302108764648 + ], + "logprob_reward": -0.016302019357681274, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016302019357681274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4078904390335083, + 0.22482019662857056, + 0.08475223183631897, + 0.0863521620631218, + 0.05083562061190605, + 0.049808353185653687, + 0.03492636978626251, + 0.02324889972805977, + 0.022079724818468094, + 0.01528596505522728 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016302019357681274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583825185894966 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583825185894966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583825185894966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402415782213211, + 0.21892820298671722, + 0.09878475964069366, + 0.09833286702632904, + 0.11194007098674774, + 0.06706099212169647, + 0.05507814511656761, + 0.06798733025789261, + 0.04247547686100006, + 0.09917057305574417 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.020583825185894966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775741025805473 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775741025805473, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775741025805473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6115800142288208, + 0.08831321448087692, + 0.05389215052127838, + 0.037118833512067795, + 0.05664954334497452, + 0.02038920670747757, + 0.046279072761535645, + 0.01859680376946926, + 0.022332599386572838, + 0.04484858363866806 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.009775741025805473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248102825134993 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248102825134993, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248102825134993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3146681785583496, + 0.14599135518074036, + 0.18215321004390717, + 0.06002260372042656, + 0.06840845197439194, + 0.04299549385905266, + 0.04338247328996658, + 0.07182059437036514, + 0.030635623261332512, + 0.039922021329402924 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005248102825134993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812778949737549 + ], + "opposite_logprob_tokens": [ + -1.4062778949737549 + ], + "logprob_reward": -0.2812778949737549, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812778949737549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2672894299030304, + 0.16943076252937317, + 0.16830098628997803, + 0.06506840884685516, + 0.05843029543757439, + 0.05451459065079689, + 0.06874219328165054, + 0.05248720198869705, + 0.04718686267733574, + 0.048549339175224304 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2812778949737549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate medium close-up captures a young woman with a distinctive, pointed, strawberry-blonde bob gently framing her fair face. She stands on a bridge, wrapped in a cozy, thick, cream-colored sweater, her pose relaxed. Her head tilted slightly upward, her gaze lost in the vast sky, a small, hopeful smile playing on her lips, her serene expression perfectly and sharply focused. The soft, warm light of the incipient sunrise illuminates the scene, painting the clouds above in a stunning palette of soft pinks, lavenders, and pale oranges. Across this celestial canvas, a bright shooting star streaks swiftly and silently, leaving behind a fleeting glow. The very shallow depth of field isolates the subject, causing the expansive cityscape and gently flowing river in the background to melt into a beautiful, blurred bokeh of soft shapes and twinkling predawn lights, enhancing the quiet, paused intimacy of this tranquil moment.", + "seed": 3411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_8/index_5037_seed_3411_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07524527707137167, + "vlm_logprob": -0.07524527707137167, + "vlm_yes_no_margin": 3.7249999403953553, + "vlm_token_credit": -0.07524527707137167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018346494063735008 + ], + "opposite_logprob_tokens": [ + -4.018346309661865 + ], + "logprob_reward": -0.018346494063735008, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018346494063735008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08301231265068054, + 0.1313551813364029, + 0.043697506189346313, + 0.11237889528274536, + 0.09000832587480545, + 0.09482590109109879, + 0.17297810316085815, + 0.23639047145843506, + 0.01189649011939764, + 0.023456839844584465 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.018346494063735008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079810559749603 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079810559749603, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079810559749603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2563648819923401, + 0.06911340355873108, + 0.05965270474553108, + 0.08131208270788193, + 0.10538935661315918, + 0.08334875106811523, + 0.13194540143013, + 0.1567661017179489, + 0.03608928620815277, + 0.020018083974719048 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.011079810559749603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979137934744358 + ], + "opposite_logprob_tokens": [ + -3.5297913551330566 + ], + "logprob_reward": -0.02979137934744358, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979137934744358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20275093615055084, + 0.11132215708494186, + 0.03284507244825363, + 0.06753580272197723, + 0.054011959582567215, + 0.04900054261088371, + 0.10684452950954437, + 0.13512475788593292, + 0.03726918250322342, + 0.20329506695270538 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02979137934744358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036114726681262255 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036114726681262255, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036114726681262255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09034369140863419, + 0.21216122806072235, + 0.03668585792183876, + 0.06483767926692963, + 0.07137637585401535, + 0.0989580824971199, + 0.16086739301681519, + 0.21875235438346863, + 0.01707131788134575, + 0.028946001082658768 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.0036114726681262255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young woman with a strawberry-blonde bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick, cream-colored sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a bridge with a cityscape and river visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a sky with soft pinks, lavenders, and pale oranges illuminated by sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a bright shooting star visible streaking across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31339722871780396 + ], + "opposite_logprob_tokens": [ + -1.3133971691131592 + ], + "logprob_reward": -0.31339722871780396, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31339722871780396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09256832301616669, + 0.1927417665719986, + 0.04121819883584976, + 0.05411388725042343, + 0.07611604034900665, + 0.10986140370368958, + 0.15997463464736938, + 0.23356850445270538, + 0.020806903019547462, + 0.019030317664146423 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.31339722871780396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_tensor([9405, 9405])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_tensor([9405, 9405])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..848b10701765fc5c53eedc12d9e01a160bb66d41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_tensor([9405, 9405])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, captured with a smooth tracking technique and a slight upward angle, follows a mythical phoenix as it gracefully soars through the sky. The phoenix is majestic, its feathers layered in crimson, gold, and blazing orange. A perpetual flame blazes across its magnificent wingspan, leaving a dazzling trail of flickering embers and golden sparks. Its eyes gleam with the intensity of molten gold, and its majestic head is crowned with a crest of pure flame. Each powerful yet deliberate swoop of its wings sends ripples of heat and light through the air, propelling it forward with incredible grace and power, like a brilliant arc of flame across the darkening sky. It soars beneath a deep twilight sky, a backdrop fading into deep indigo and royal purple, with the silhouette of the rolling mountains far below. The phoenix itself is the primary light source in the scene, its fiery light casting a warm, shimmering glow on the sparse, dark clouds, contrasting sharply with the cool background, creating an epic atmosphere of sacredness, grandeur, and awe.", + "seed": 28146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_9405_seed_28146_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041216482128947976, + "vlm_logprob": -0.041216482128947976, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.041216482128947976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11628199368715286 + ], + "opposite_logprob_tokens": [ + -2.2412819862365723 + ], + "logprob_reward": -0.11628199368715286, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11628199368715286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0873836949467659, + 0.14080239832401276, + 0.13834935426712036, + 0.04912332072854042, + 0.1342332512140274, + 0.1802472472190857, + 0.034368135035037994, + 0.06407513469457626, + 0.11425644159317017, + 0.057160984724760056 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.11628199368715286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216102659702301 + ], + "opposite_logprob_tokens": [ + -4.26421594619751 + ], + "logprob_reward": -0.014216102659702301, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216102659702301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1250065714120865, + 0.16825011372566223, + 0.05738033354282379, + 0.12335600703954697, + 0.09032410383224487, + 0.17412033677101135, + 0.05588708817958832, + 0.041792161762714386, + 0.07121843844652176, + 0.09266487509012222 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.014216102659702301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950118415057659 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005950118415057659, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950118415057659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24483533203601837, + 0.06803208589553833, + 0.06340093910694122, + 0.11001982539892197, + 0.19025841355323792, + 0.039925165474414825, + 0.05913423374295235, + 0.08207568526268005, + 0.0742483139038086, + 0.06807000190019608 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005950118415057659 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622324395924807 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622324395924807, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622324395924807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15998674929141998, + 0.07222586870193481, + 0.05558817461133003, + 0.06310468912124634, + 0.19559113681316376, + 0.058204445987939835, + 0.03144131228327751, + 0.09641438722610474, + 0.06631447374820709, + 0.20112882554531097 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.007622324395924807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201187148690224 + ], + "opposite_logprob_tokens": [ + -2.812011957168579 + ], + "logprob_reward": -0.06201187148690224, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201187148690224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27297186851501465, + 0.09195305407047272, + 0.05166764557361603, + 0.03806375339627266, + 0.09826697409152985, + 0.17410381138324738, + 0.05216917768120766, + 0.04196503013372421, + 0.04063663259148598, + 0.13820205628871918 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.06201187148690224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured with a smooth tracking technique and a slight upward angle, follows a mythical phoenix as it gracefully soars through the sky. The phoenix is majestic, its feathers layered in crimson, gold, and blazing orange. A perpetual flame blazes across its magnificent wingspan, leaving a dazzling trail of flickering embers and golden sparks. Its eyes gleam with the intensity of molten gold, and its majestic head is crowned with a crest of pure flame. Each powerful yet deliberate swoop of its wings sends ripples of heat and light through the air, propelling it forward with incredible grace and power, like a brilliant arc of flame across the darkening sky. It soars beneath a deep twilight sky, a backdrop fading into deep indigo and royal purple, with the silhouette of the rolling mountains far below. The phoenix itself is the primary light source in the scene, its fiery light casting a warm, shimmering glow on the sparse, dark clouds, contrasting sharply with the cool background, creating an epic atmosphere of sacredness, grandeur, and awe.", + "seed": 28147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_9405_seed_28147_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03840831317938864, + "vlm_logprob": -0.03840831317938864, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.03840831317938864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11722879856824875 + ], + "opposite_logprob_tokens": [ + -2.2422287464141846 + ], + "logprob_reward": -0.11722879856824875, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11722879856824875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09040365368127823, + 0.13341371715068817, + 0.030083809047937393, + 0.04335429146885872, + 0.5513269901275635, + 0.019215404987335205, + 0.05125712603330612, + 0.020040251314640045, + 0.02406403049826622, + 0.03684083744883537 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.11722879856824875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968011915683746 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.005968011915683746, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968011915683746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11811535805463791, + 0.034908950328826904, + 0.06586599349975586, + 0.04809984192252159, + 0.5523827075958252, + 0.010651006363332272, + 0.08021587878465652, + 0.03264641389250755, + 0.0295343529433012, + 0.027579491958022118 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.005968011915683746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10616503655910492, + 0.08794131129980087, + 0.03260421007871628, + 0.09679753333330154, + 0.514531135559082, + 0.020749395713210106, + 0.039251577109098434, + 0.03378100320696831, + 0.04518627002835274, + 0.022992504760622978 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.00220104050822556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633523523807526 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633523523807526, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633523523807526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11564526706933975, + 0.32596224546432495, + 0.04493515565991402, + 0.06294730305671692, + 0.16948029398918152, + 0.0592595636844635, + 0.06220431253314018, + 0.019496100023388863, + 0.11775576323270798, + 0.022313963621854782 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.004633523523807526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201019138097763 + ], + "opposite_logprob_tokens": [ + -2.8120102882385254 + ], + "logprob_reward": -0.06201019138097763, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201019138097763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643250703811646, + 0.4707765579223633, + 0.0460539273917675, + 0.09034978598356247, + 0.10752962529659271, + 0.020845472812652588, + 0.06632272899150848, + 0.03135090693831444, + 0.02908720262348652, + 0.04125130549073219 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.06201019138097763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured with a smooth tracking technique and a slight upward angle, follows a mythical phoenix as it gracefully soars through the sky. The phoenix is majestic, its feathers layered in crimson, gold, and blazing orange. A perpetual flame blazes across its magnificent wingspan, leaving a dazzling trail of flickering embers and golden sparks. Its eyes gleam with the intensity of molten gold, and its majestic head is crowned with a crest of pure flame. Each powerful yet deliberate swoop of its wings sends ripples of heat and light through the air, propelling it forward with incredible grace and power, like a brilliant arc of flame across the darkening sky. It soars beneath a deep twilight sky, a backdrop fading into deep indigo and royal purple, with the silhouette of the rolling mountains far below. The phoenix itself is the primary light source in the scene, its fiery light casting a warm, shimmering glow on the sparse, dark clouds, contrasting sharply with the cool background, creating an epic atmosphere of sacredness, grandeur, and awe.", + "seed": 28148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_9405_seed_28148_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.042629037704318765, + "vlm_logprob": -0.042629037704318765, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.042629037704318765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1469743400812149 + ], + "opposite_logprob_tokens": [ + -2.0219743251800537 + ], + "logprob_reward": -0.1469743400812149, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1469743400812149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5804674029350281, + 0.05717984959483147, + 0.02815633825957775, + 0.04949887841939926, + 0.03533875569701195, + 0.03473769500851631, + 0.06993361562490463, + 0.03160747513175011, + 0.04609787091612816, + 0.06698211282491684 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.1469743400812149 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009809857234358788 + ], + "opposite_logprob_tokens": [ + -4.634809970855713 + ], + "logprob_reward": -0.009809857234358788, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009809857234358788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5744417905807495, + 0.15920689702033997, + 0.03762304410338402, + 0.02696828357875347, + 0.04956679046154022, + 0.03198150545358658, + 0.051492296159267426, + 0.022596711292862892, + 0.021342512220144272, + 0.024780144914984703 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.009809857234358788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097400698810816 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097400698810816, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097400698810816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39446544647216797, + 0.055918075144290924, + 0.04035761207342148, + 0.0759071409702301, + 0.2391882985830307, + 0.02802114188671112, + 0.06933903694152832, + 0.04682449251413345, + 0.021572647616267204, + 0.028406081721186638 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.004097400698810816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186485670506954 + ], + "opposite_logprob_tokens": [ + -4.264186382293701 + ], + "logprob_reward": -0.014186485670506954, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186485670506954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2741568982601166, + 0.6424611210823059, + 0.02673102356493473, + 0.006895777769386768, + 0.02119908668100834, + 0.004876128863543272, + 0.00601942790672183, + 0.006413287483155727, + 0.00530467601493001, + 0.005942564457654953 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014186485670506954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807710483670235 + ], + "opposite_logprob_tokens": [ + -3.2880771160125732 + ], + "logprob_reward": -0.03807710483670235, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807710483670235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479610651731491, + 0.21809294819831848, + 0.09989451617002487, + 0.11550833284854889, + 0.18904565274715424, + 0.05155859887599945, + 0.04678793624043465, + 0.03723589703440666, + 0.03443672135472298, + 0.05947835370898247 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.03807710483670235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured with a smooth tracking technique and a slight upward angle, follows a mythical phoenix as it gracefully soars through the sky. The phoenix is majestic, its feathers layered in crimson, gold, and blazing orange. A perpetual flame blazes across its magnificent wingspan, leaving a dazzling trail of flickering embers and golden sparks. Its eyes gleam with the intensity of molten gold, and its majestic head is crowned with a crest of pure flame. Each powerful yet deliberate swoop of its wings sends ripples of heat and light through the air, propelling it forward with incredible grace and power, like a brilliant arc of flame across the darkening sky. It soars beneath a deep twilight sky, a backdrop fading into deep indigo and royal purple, with the silhouette of the rolling mountains far below. The phoenix itself is the primary light source in the scene, its fiery light casting a warm, shimmering glow on the sparse, dark clouds, contrasting sharply with the cool background, creating an epic atmosphere of sacredness, grandeur, and awe.", + "seed": 28149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000296/group_9/index_9405_seed_28149_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024947302602231502, + "vlm_logprob": -0.024947302602231502, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.024947302602231502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.072113536298275 + ], + "opposite_logprob_tokens": [ + -2.697113513946533 + ], + "logprob_reward": -0.072113536298275, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.072113536298275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09630666673183441, + 0.05528660863637924, + 0.08440161496400833, + 0.040021151304244995, + 0.11061901599168777, + 0.02936815656721592, + 0.04248233139514923, + 0.023385213688015938, + 0.11158988624811172, + 0.40653935074806213 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.072113536298275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268617533147335 + ], + "opposite_logprob_tokens": [ + -5.255268573760986 + ], + "logprob_reward": -0.005268617533147335, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268617533147335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18718141317367554, + 0.03831803798675537, + 0.21702030301094055, + 0.02467986010015011, + 0.08543479442596436, + 0.17635087668895721, + 0.04129784181714058, + 0.042097121477127075, + 0.06923019140958786, + 0.11838951706886292 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.005268617533147335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643371794372797 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643371794372797, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643371794372797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16165520250797272, + 0.040313780307769775, + 0.08076973259449005, + 0.03313224017620087, + 0.34933748841285706, + 0.11215219646692276, + 0.053042370826005936, + 0.03770516812801361, + 0.056119054555892944, + 0.0757727324962616 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.004643371794372797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633998032659292 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633998032659292, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633998032659292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12033478170633316, + 0.0318288654088974, + 0.3462473452091217, + 0.030416833236813545, + 0.3443250060081482, + 0.05252676457166672, + 0.024111013859510422, + 0.011266055516898632, + 0.014426946640014648, + 0.024516386911273003 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004633998032659292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers layered in crimson, gold, and blazing orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the phoenix soaring through the sky with a perpetual flame blazing across its wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep twilight sky fading into indigo and royal purple with rolling mountains below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot with a smooth tracking technique and a slight upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038076989352703094 + ], + "opposite_logprob_tokens": [ + -3.288076877593994 + ], + "logprob_reward": -0.038076989352703094, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038076989352703094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11275360733270645, + 0.021145479753613472, + 0.1141219288110733, + 0.038672301918268204, + 0.3156386613845825, + 0.1912178099155426, + 0.022276239469647408, + 0.026530565693974495, + 0.057781144976615906, + 0.0998622253537178 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.038076989352703094 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A ball rolls off the table.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A ball rolls off the table.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a7684f69348e6f3914a7eb2bbbe886348bb02ac0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A ball rolls off the table.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f97b6ec519665f1736afa3334406dd16998e34a8d8031ccde6eefe9d72e0f1a +size 272644 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige lion changes from big to small.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige lion changes from big to small.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8cc2253d4a9a4cce09129b30c662fa9cbef0a75d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige lion changes from big to small.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:131af64a3eba3cea546e181dfc7ce2c7b9ef26d89938df3d431fdbb92f1c2251 +size 698867 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger changes from small to big.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger changes from small to big.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af9601d9837bc18ea4d4a6235a48026b1bcb715d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger changes from small to big.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a1f20d5932e6c9f4c047dd1ef711a6dfd64027c3430719b2574f9f9a689b5d4 +size 714232 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger is running.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger is running.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e750121a037d8d818c9a20b712deb8c323297e75 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A beige tiger is running.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42b4fbcae26fffbf2740ee719b39b03cec9c19f14bc3b15df11faf26a09198b2 +size 956451 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A black drone is floating in the air.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A black drone is floating in the air.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d888007e7d32fa4ae004f78ed4e231d5d5ebf50e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A black drone is floating in the air.-2.mp4 @@ -0,0 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brown bear is running.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A brown bear is running.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ba5c9282410a3b4108965ef40bdb49434914dbd2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A brown bear is running.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41c38837fa44c84a24fa88079c50fd05bd559265e7ee54d49f061b04fbcb9f07 +size 1182644 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A car speeds along a winding mountain road, with trees rapidly passing by.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A car speeds along a winding mountain road, with trees rapidly passing by.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1fba2a9c0276a4c7ae2e6e3fe954f9037deeeaab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A car speeds along a winding mountain road, with trees rapidly passing by.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce34c97d62b16c40a9b7613af4a6d4ec0cf059d60487c21e879d622918dea39f +size 872243 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from big to small.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from big to small.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..073107ad6124ca5871afe90ad1ee63a74aa8f32b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from big to small.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6080465fff676e1cbb096c85b8679f943c091ae622ecdeaf7b13ca44ef7fecd +size 771225 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from small to big.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from small to big.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fad98b54e440352d94745e7e15ae546644a9df7f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A fish changes from small to big.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d8154901affe98bc5a464733f4e5bbc11f2ad4536d00cf508662b4b9523b7a7 +size 1427802 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A giraffe is walking.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A giraffe is walking.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b2ddbb7f0d67316b7781f72b5ffc4f79e9cd55a7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A giraffe is walking.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fab7d3cc4b55c566f3494f6b4220fa6a6b661495012f610945fb65d269d4c6b +size 722938 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man and a woman is doing yoga.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man and a woman is doing yoga.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bccc5e0e87c5a7f415a10085549831efffcb7192 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man and a woman is doing yoga.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a463f77a3cac7b9639db5cccfe973e2210c5e0ea98159ca2da4da4ee7580113 +size 473418 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man is playing basketball.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man is playing basketball.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c6f34ce339918bb6c596f853da48b137aeb94567 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A man is playing basketball.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1582d939cc785e9a6d705d7623907d54a0aaee47d2b7debf2c184896eb475012 +size 786583 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A panda changes from small to big.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A panda changes from small to big.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eb6a83936c0b415b13575aeab46d7af91f541e71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A panda changes from small to big.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e48b4f8a2c934a3421e875f310461fddaf06beda123d1e8c92fa80bc02dc601f +size 787005 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A person is running.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A person is running.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..22bef815d9cdbe259bf913d5b5087df5148cfb44 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A person is running.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b811b809dc006117435bf261a8681729f51f3ebc1a6ded0e1576f3595c43181 +size 833377 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A red ball falls from a height, hits the ground, and bounces back up.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A red ball falls from a height, hits the ground, and bounces back up.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..73b2509ef872a5fd9d75174165ed5e6348396f25 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/A red ball falls from a height, hits the ground, and bounces back up.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bab8bef7cb110cb7000de722e3c472c058242ac14a9c0c7f1b3f5d79bd682f48 +size 1360191 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Aerial view, aerial view. Aerial view, aerial view. One blue balls and one red balls are on the wooden table and collide horizontally, bird's-eye view.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Aerial view, aerial view. Aerial view, aerial view. One blue balls and one red balls are on the wooden table and collide horizontally, bird's-eye view.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6f6eccbd8f7b4cdd7113cf606771253ceeb7c208 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Aerial view, aerial view. Aerial view, aerial view. One blue balls and one red balls are on the wooden table and collide horizontally, bird's-eye view.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:495bc0b1fa98e89c09253c90ad1a3aab3bec737d7eb7e9bfa52d19d66f2f2266 +size 497911 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/An orange dog changes from big to small.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/An orange dog changes from big to small.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dd3d67d9d9a6a40da000b2b16060f8993f457a4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/An orange dog changes from big to small.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ad4b525faf5927eaed608742b43ade4e5ec4eea8da150d7f98b7c78cd8121c2 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b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two basketballs spin rapidly on the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3f009151e02726c3978e8bec165b529f8c6bfade --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two basketballs spin rapidly on the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d55fd09eb1b69337875a2d60169ff10e446fbbb71a7b734039db9c151dba7ce2 +size 1129872 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two giraffes are walking.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two giraffes are walking.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b48e6c1a23a52e679d21737158485de0185c4809 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two giraffes are walking.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0eeb58dfbb21bcb667372e8aa75bf3e2edfb163babd43cd46948fabb93e19e5c +size 893945 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two men are playing basketball.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two men are playing basketball.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c0410ef45cb0829da96f54f199ba0787206913ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two men are playing basketball.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two red balloons are floating in the air.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cd08356ea25c533083a701a4cbe177c5bce3ab8e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two red balloons are floating in the air.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac3bb92430b3875337f74ebf6bf514c0915bf6253c35c86b66cfac9ee6f30acc +size 616722 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are eating grass.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are eating grass.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7facc44587ecdb4a3ebd9bef68d6c8a1b3f8ea06 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are eating grass.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9df48b28739a956e459c86c723a8168363d6079cf784a0f2daff390857fb5c58 +size 812981 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are walking.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are walking.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af5220b561151a62b0e5c67f509b5f23a4f06ecc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Instance_Preservation/Two white sheep are walking.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49db599db8a67b5f7436b5b88b508d7e07b6792cf3a28b25c2d77aaf0e08b0a9 +size 1164298 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f4f0f8dd73dbd6716093d7bcf201aa052dce57fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a350721ed9f6d5a71c67951fb03526cb8192be2fec6d31852db840e3b23b415 +size 1468427 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9d173e9898168beaac8fd1313ed233d7bf144fa9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97e385c57a24ef130c14a3785b4686582338f5926b75d5844ab73a083f332a6a +size 617622 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cc144fbb4b0f666a854ca23cc8bb02bc30094b64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc5209a443a23b52acf12d8f256bbc2e828b9e8545d621fd849131f5d359765e +size 827212 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..888cb3c87433c9841e434f303138252376c56b60 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49e5adc1e6c91e321880ac9cfb22b6e5455c243ca9fad6fc47924a3c27599d5b +size 605402 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..76c8217d008624ca2e407a590f269a96f101180d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63afe7fec20bd9ee9010fa24beffeb32f695b84eb05a120db5d5c689dfdd29a7 +size 925782 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c7f41507124d5e0608595cc4bc1595236d7a2911 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:064748f3546b9d3944413b2da915e719f2046652b1d28a5a0aeb366f333f772b +size 805605 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b2a4cfa6591b8240cf4baf0ec7fe569b3abd35ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f27e736da2cd4e1f87f709989958d278eb092073d43af029b5b2475474cb77c +size 585076 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7e82c10bff62114ac3cbf20eace8b0c9de57659e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de989f0526f192facc334e6a176f6f3f1e7ec367a30789030a9e961809ca3cd4 +size 592697 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bb0a566b441170b83a54c2a5835df3edc207672e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:264a1002fab8932cfab66675804b7240a1da81c259c63e7ac986663817cfd54a +size 560951 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f6afeecc0fd4ee0bcc3bfc220d5ab11350519dce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e4409d5a909ca5c6dbcd98483d978e6de3742bd4bebd83de31d680b762e0672 +size 622496 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c8d404deca0c7d574a671c4fc631c5980e08f6c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d05a70b2cec9065c0fa02a74c05aeb5a0c1806476516797004f13feb3e441d9 +size 642569 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cbb5092928c338168b84f127182c47f582adc898 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76aabf7c3669a3c4c078e2cd573fcc812288175ac4fc4fe93646e04d88851064 +size 714148 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f55f65dca543c1bdfa0070d3f8a3c3bdc531afd3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0211f780b5f1dccc3adb8c2ed28a837ef3531eeaba6d9d6deb030706377d5a64 +size 927230 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ec8725e117c37a2d32b88d525c86f5863ce255d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:059164aae1d01b8d921e8b5b8cebe73ac80fa3f13558b217aceb1d6c13c73345 +size 944010 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7400ba0b00f3fddfa5213a1d3b8224e17248b139 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a88824e26d96ea744f32933719310197430cf111b0edbe0a356c9c6687e86ee +size 697447 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..58b16d22e1d502cd57d2b08d64ff5e37cae0e145 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0c81eecc3b81e36b7d352a860cf2d0784dc133687018953bedfb851cdfcaf26 +size 1037357 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af13ec9dc103ed5dabe2cc82f78a7f93dd5737be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:708657ca8346f2b829e03735467b1dc1bb0e79954b809e02bd02d0d5a8eb1e47 +size 1044990 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6d0ab57c088042009a98f8be53b53035e74e7601 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3257a8677e78322beda97288fe05d79e4a63cbbe1c030d9a3159c908d57bf9b +size 814151 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..feb382c4b024f220d771ae52342b83d8e978ad0e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5e8e186266ae762a75214280f3eb54c6e9d0a37d64995d22ed1c8f8f719efdd +size 1140674 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a8d9b9a51ef48e99b2023846fb83242732bb8a44 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e58c7d44c223204e34efd07bdd243361276b3d0cf8844dc710e2bdd0e60c70eb +size 738890 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7b11303e4d13466cd1967332d68b8bb815092191 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73da01ebb106e4496e9944512c692fd10208fff89940ba2c54f316bd3d7dbd2c +size 835016 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0a5e1bc7842ce91d8370e6e23f3af888ad3ee7c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b2c869bc62390e1b82564ed3832eb3bc395719b75b5d997b09794002ff18ac1 +size 1049136 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cb51f010feed225672143b1bc527b578fad71dd6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cce276720d43f510ee14066edd17caa2c4b6543e0db84a86b2aa2e8d516a8dab +size 935820 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7039edc5655416c0f09eeece4e96f321bf248e8d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a08adc27a3a065aa717dd76788e046680d0e8a1c93f22505c53bddf52b7251b +size 993129 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..19f21ed06912d07fb15c2a85a7da1e781f0ee6bd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6a1b16e1a95698d96a66d184f86621b329a406f4edb8d87a91a8e4f45bfe0b9 +size 546590 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c658fccd0449749810e5931c8032005d6ab3b832 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:feec1daee19b2d300133d3a1f13b40b5647031036fad694e435a714cb0e575f7 +size 972490 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..441033fae203401fd5be7c8f3b0610907414c110 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdb46fea2646a0c803385ddc54fdb3e3388bf1c1c1e2fe6fbe8460f10720305e +size 1194916 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..590205b5d7d56c1c0f61207e696567a9e2a92b88 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2b7e4a39d32bc9e7f0a09909b17e86a3ccca33eb8393d123f048f4a7d83cddf +size 1172910 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f0187b923413d2a933bcc922bc7d535eace1cf33 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a290e1818c341ce060808545e0abc1048ad530411f5ee690892aa670627f8848 +size 1242286 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d5b0d3b9c8c398e0039a4ac90cf0f7b7a6616557 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:610dfeed30f956a49bee8fcf7643c76aabe70c9b6a1c357a8f5d787b1a795a03 +size 946162 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dd83e8ecc1fb26de7d049cf59f955b35f827a67f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a100460d281ca14006723d6958eb6f3674620740389e958fd86675151da94e38 +size 1157285 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3504f06e1d2443766662ea1ca180b6af3b78bc91 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c38152a4e3c9ff9e41b2d8608eaf4992cff7194efccaccce744f5a9cd2a73045 +size 434832 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..797754ac11bbd277ffadc9b98cad0d79dedc3307 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d5de78174c323b72cfb3306a39e23c1fe8cb87cf1f1e9d43dbfbae9bed0d435 +size 595155 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a71e286eed4b2539c3267ab7187b47fa15ab5603 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a657844ed5cb00cb5e5c3ada11cbeadd4eca19619318eef9c4073730de0a4ac +size 457820 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1731ca24047f6a31cf2a0db32e7778b92817ebac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26ebf32be8865ac3745f572d1432ccec6dbaf94d937bb2c0ae7df28092bc71ce +size 747970 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..537b5045aab0222793ffd6c5b9bab24a8d3b6228 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd055a6e36a08f5eac32e45a3c70f431941a2b4fcf43fa9f3300b25dffba6f29 +size 558978 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..51069d1233f720131990e0ff25ec7a47fa8ebfc8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23949fdc919e57afc8887c281f83abd1a42af3a5e0c8d0596668198f645e0730 +size 525387 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..35ecb1293fd51572cc48b1005ec1af87c352994e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fc5d39cbd42f10737ab1e9de95dda24191b3db661266f6a94073c4c44ab14e7 +size 739111 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9a5725914e853a8ddb23fe0461e5390da460c0d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b5f711fb41234c785373cf4dfdda2d48581bc1d2545f3ba38de8904cbce56ad +size 685595 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5a6a97b2fb476fac73b55e3f4e1a6b705a9caddb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83642f13ae2c6e7510cc2edda14ff61c74fe8102f9cd1208029aad898f6df0bb +size 664209 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c64fbf9fd5f066b59b3bd3ac2d6017b84744b83a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb375de9261dc98d32f7cd23c2193aec578eae515ae9a763f12d79c2293e8cbf +size 525101 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0ca0b7eaa300ebe1ddd01cfd78ba9edd945b1e11 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f52d1e68e348c65079db516ce45fa38122d73f41a9545f95f074228f83c7f296 +size 513810 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5f4cb5972813142b081cf5ec257469d8675fc35c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edb8d96f7446f2d6a490117a77d902ad997ae32b90bc7d1884cf8c5db89c54fe +size 602195 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5986cc6606fc9672da9b21633226181711e34f3d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1b9102bfdb0e965432a3e4e3a3873d660ca1f2586858d9beb8d498df033727c +size 642413 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..854690c9de5da69b0f2617d8809ec3c8d72fee63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc62e6eac8f23f8265d8c6bc8da14de3b7b95bb414afd01be91e1701c487022a +size 533086 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eb1eb0b36a8fbbd2eaed7eed004b68a5656ebe4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:554bd9e01230bf3a28cb47246eb9604f40d3042ecad3c194e3be96d2fc393d72 +size 542049 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae32e30d592226b013a68645d065b78e6a03f975 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e061976bde611cd256d60d1633518a7ce35d5a3eadcbb7c7da427e9701373834 +size 600072 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e6011a7dd5138e4e330d15d4625dd7f4b78c87f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef9237069658ea630eed7af7ecaeb3fde6a4f4cbe9340ca0310c22f6ae10c3a6 +size 657120 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0d1dd3985098eea51fd631f8649a51606bc32dac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:494fe9ba13145114de47c84bbc895bcac3a426233264380df457c6caef725372 +size 589785 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..26fc7d0a3eca9b1a81b62e2cd4fd94b03fb6f622 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34999ce71a7a65fb42c4dfed5f6845adc25fea58913621c86b53cb9867b8b798 +size 441969 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..95013e74ffe694ae0a6fd1cd7d9c4b0e4b0829d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e45982a8bc4b87452508be8c13b00bd972acd6531943281121044d014fb079aa +size 525430 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a01f714e44c26d40509fe6287cfd4ca602ef558 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3493f653dee9a8c8919d09a8e62b45aad2ec0b2c7145e8f3a9bb506ff7029fbd +size 387664 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..57d11db3dd7220ca5b5eda01f808bf61948766e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a4ddd1a99ebba3c96ace1ac670adbae0ba0f92965efbea83dfed6011ba69b40 +size 649733 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9598eca556100a3f9b46fdd2ac16a9f15e1a76ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24d5411fcd8fe8a518ba96f39223f7907ea31a152e73606912a7af388a7c0c63 +size 575239 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..edab09cdae30856636d208fd38cd62a1545455be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e2b6afb080a044ba15692ef4808c4e46b3922ae7da2294be20cddc2b1d147ac +size 471855 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ea7a8ee8dca828d3d04e2c77fd4aff190683e4fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fa4ead0329d0fe5af08541e4a4cc8eb8948a367b1e8966937e217cb7fec26f3 +size 512885 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8dee3d0276e2e0beab836c33db61622812084983 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7a9d3a3d7f1c49dfb169dbe8c7fc531f75d0098c347596182b7ef4a89144ca8 +size 516820 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3b0e5c782801bfb59e24a9c1a7d9d41de077f37c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6b8d7e96ec8b69f812bcf24cf7432db33338ddb99bc874b404871369376d09b +size 590488 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..320cb6345b1a9f7eac5f8aef4e103bcd3b7a4e8d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a40c515bcc3ffeb0f98caf5259fdf8b4e29bd21a0bc91925c835bf130ba9dcc +size 629094 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0faf011bb9e2d2195fbda09c4646ac3914019232 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74777eda939060100d9f359cfb45d5a20583cb90326c4e061eefa771f6fd4fc9 +size 573594 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..03db4c1323eec0cfcac23dfb101e32c648edcf0c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec0c3af9a5e6669cef1ca93ec88f51c93f36e718a863f07ffe13d248752b954a +size 795311 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..029f4526d0a8f6829734b97dfcde17a40e654021 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5e4f35fa1aa7bd96310d707c899860b2dc33a53cb02c47d9e530aca1f808555 +size 630334 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4b6a6ba37118bb1be251627aaf5cd4914eb93d79 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8140b7f3ffd332a4d433cda24b9f2a68c84deea8e4f75416d6f881de127a17db +size 463161 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..66675e6b31d29f70882008bafc9d555c7ad0fab8 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:745fbccecabe14e21d99633dec7d6d873633af285a8806a7965def00485723a1 +size 437211 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..77044d8e8314f1bc56c3e8903b970bf75f042e8b --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55d35f62b57142de26e2af399b5de03e400d2a519c865ef82ed604144cfeb45d +size 395563 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..d0794bb8ce28ef092f7451625a2c79ba43dc6e9f --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 5\302\260C.-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53756f0a1b2573742683ef6adbdc54526c750c45dc00217e29c12a6d53164311 +size 248466 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..7ad82aa3bbc611807e14ad89f41b5f08ef637d2c --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8668858ad82524a219010468e463d28bb999daeaa976552c49912ead07ab4661 +size 402412 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..e26be2ad0bd2c6009ab9daffb10c14de3ff7adfb --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e556cf3e6057b2fd1418e77164cca6a418e5b7470b41c6c43b77ab0aac83ab83 +size 287081 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..17ed6e744e34a7ae6108a9d895ceb55b67478b86 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a block of cheese as the temperature rises to 60\302\260C.-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c570808369d3da19ce27282ebb664e4e6161bafd1a3882c4fa3ff1ed55480cd6 +size 290332 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a candle as the temperature rises to 40\302\260C.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Thermotics/A timelapse captures the gradual transformation of a candle as the temperature rises to 40\302\260C.-0.mp4" new file mode 100644 index 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